{
    "needsInputDataFolder": false,
    "savedModelType": "MLFLOW_PYFUNC",
    "publishPolicy": "UNCONDITIONAL",
    "rebuildBehavior": "EXPLICIT",
    "cleanTemporaryVersionsPostJob": false,
    "name": "PyTorch Regression Model",
    "contentType": "mlflow_python/prediction/py_memory",
    "activeVersion": "v2",
    "inlineVersions": [],
    "conditionalOutputs": [],
    "partitioning": {
        "ignoreNonMatchingFile": false,
        "considerMissingRequestedPartitionsAsEmpty": false,
        "dimensions": []
    },
    "flowOptions": {
        "virtualizable": false,
        "rebuildBehavior": "NORMAL",
        "crossProjectBuildBehavior": "DEFAULT",
        "ignoreErrorStatusOnBuild": false
    },
    "metrics": {
        "probes": [],
        "engineConfig": {
            "padRunsWithMetrics": false,
            "hive": {
                "active": true,
                "extraConf": []
            },
            "basic": {},
            "dss": {
                "active": true,
                "selection": {
                    "useMemTable": false,
                    "filter": {
                        "distinct": false,
                        "enabled": false
                    },
                    "partitionSelectionMethod": "ALL",
                    "latestPartitionsN": 1,
                    "ordering": {
                        "enabled": false,
                        "rules": []
                    },
                    "samplingMethod": "FULL",
                    "maxRecords": -1,
                    "targetRatio": 0.02,
                    "ascending": true,
                    "withinFirstN": -1,
                    "maxReadUncompressedBytes": -1
                }
            },
            "sql": {
                "active": true
            },
            "impala": {
                "active": true
            },
            "spark": {
                "active": true,
                "extraConf": []
            },
            "python": {}
        },
        "displayedState": {
            "partition": "NP",
            "columns": [],
            "metrics": [
                "reporting:BUILD_DURATION"
            ]
        }
    },
    "metricsChecks": {
        "runOnBuild": false,
        "checks": [],
        "displayedState": {
            "partition": "NP",
            "checks": []
        }
    },
    "miniTask": {
        "taskType": "PREDICTION",
        "predictionType": "REGRESSION",
        "weight": {},
        "time": {
            "enabled": false,
            "ascending": true
        },
        "calibration": {
            "calibrationMethod": "NO_CALIBRATION",
            "calibrateOnTestSet": true,
            "calibrationDataRatio": 0.2
        },
        "assertionsParams": {
            "assertions": []
        },
        "overridesParams": {
            "overrides": []
        },
        "uncertainty": {
            "predictionIntervalsEnabled": false,
            "predictionIntervalsCoverage": 0.95,
            "algorithm": "LIGHTGBM_REGRESSION"
        },
        "guessPolicy": "DEFAULT",
        "partitionedModel": {
            "enabled": false,
            "ssdSelection": {
                "useMemTable": false,
                "filter": {
                    "distinct": false,
                    "enabled": false
                },
                "partitionSelectionMethod": "ALL",
                "latestPartitionsN": 1,
                "ordering": {
                    "enabled": false,
                    "rules": []
                },
                "samplingMethod": "FULL",
                "maxRecords": -1,
                "targetRatio": 0.02,
                "ascending": true,
                "withinFirstN": -1,
                "maxReadUncompressedBytes": -1
            }
        },
        "modeling": {
            "skipExpensiveReports": false,
            "random_forest_regression": {
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        100
                    ],
                    "range": {
                        "min": 80,
                        "max": 200,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "n_jobs": 4,
                "max_tree_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        8
                    ],
                    "range": {
                        "min": 10,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "selection_mode": "prop",
                "max_features": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        5
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_feature_prop": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "random_forest_classification": {
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        100
                    ],
                    "range": {
                        "min": 80,
                        "max": 200,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "n_jobs": 4,
                "max_tree_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        8
                    ],
                    "range": {
                        "min": 6,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "selection_mode": "sqrt",
                "max_features": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        5
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_feature_prop": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.3
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "extra_trees": {
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        100
                    ],
                    "range": {
                        "min": 50,
                        "max": 150,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "n_jobs": 4,
                "max_tree_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        8
                    ],
                    "range": {
                        "min": 6,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "selection_mode": "prop",
                "max_features": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        5
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_feature_prop": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "gbt_classification": {
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        100
                    ],
                    "range": {
                        "min": 80,
                        "max": 300,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "selection_mode": "sqrt",
                "max_features": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        0
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_feature_prop": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.3
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.05,
                        "max": 0.5,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "loss": {
                    "values": {
                        "deviance": {
                            "enabled": true
                        },
                        "exponential": {
                            "enabled": false
                        }
                    }
                },
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "gbt_regression": {
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        100
                    ],
                    "range": {
                        "min": 80,
                        "max": 300,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "selection_mode": "prop",
                "max_features": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        0
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_feature_prop": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.05,
                        "max": 0.5,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "loss": {
                    "values": {
                        "huber": {
                            "enabled": false
                        },
                        "lad": {
                            "enabled": false
                        },
                        "ls": {
                            "enabled": true
                        }
                    }
                },
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "decision_tree_classification": {
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        5
                    ],
                    "range": {
                        "min": 3,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "criterion": {
                    "values": {
                        "entropy": {
                            "enabled": false
                        },
                        "gini": {
                            "enabled": true
                        }
                    }
                },
                "splitter": {
                    "values": {
                        "best": {
                            "enabled": true
                        },
                        "random": {
                            "enabled": false
                        }
                    }
                },
                "enabled": false
            },
            "decision_tree_regression": {
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        5
                    ],
                    "range": {
                        "min": 3,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "criterion": {
                    "values": {
                        "entropy": {
                            "enabled": false
                        },
                        "gini": {
                            "enabled": true
                        }
                    }
                },
                "splitter": {
                    "values": {
                        "best": {
                            "enabled": true
                        },
                        "random": {
                            "enabled": false
                        }
                    }
                },
                "enabled": false
            },
            "ridge_regression": {
                "alphaMode": "MANUAL",
                "alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.1,
                        1.0,
                        3.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 3.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "enabled": false
            },
            "lasso_regression": {
                "alphaMode": "AUTO_CV",
                "alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.1,
                        1.0,
                        10.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "enabled": false
            },
            "leastsquare_regression": {
                "n_jobs": 2,
                "enabled": false
            },
            "sgd_regression": {
                "epsilon": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.01
                    ],
                    "range": {
                        "min": 0.01,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "loss": {
                    "values": {
                        "huber": {
                            "enabled": false
                        },
                        "squared_loss": {
                            "enabled": true
                        }
                    }
                },
                "penalty": {
                    "values": {
                        "elasticnet": {
                            "enabled": false
                        },
                        "l1": {
                            "enabled": true
                        },
                        "l2": {
                            "enabled": false
                        }
                    }
                },
                "alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001,
                        0.0001,
                        1e-05
                    ],
                    "range": {
                        "min": 1e-05,
                        "max": 0.001,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "l1_ratio": 0.15,
                "max_iter": 1000,
                "tol": 0.001,
                "n_jobs": 2,
                "enabled": false
            },
            "sgd_classifier": {
                "loss": {
                    "values": {
                        "log": {
                            "enabled": true
                        },
                        "modified_huber": {
                            "enabled": false
                        }
                    }
                },
                "penalty": {
                    "values": {
                        "elasticnet": {
                            "enabled": false
                        },
                        "l1": {
                            "enabled": true
                        },
                        "l2": {
                            "enabled": false
                        }
                    }
                },
                "alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001,
                        0.0001,
                        1e-05
                    ],
                    "range": {
                        "min": 1e-05,
                        "max": 0.001,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "l1_ratio": 0.15,
                "max_iter": 1000,
                "tol": 0.001,
                "n_jobs": 2,
                "enabled": false
            },
            "knn": {
                "k": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        5
                    ],
                    "range": {
                        "min": 3,
                        "max": 7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "distance_weighting": false,
                "algorithm": "auto",
                "p": 2,
                "leaf_size": 30,
                "enabled": false
            },
            "logistic_regression": {
                "multi_class": "ovr",
                "penalty": {
                    "values": {
                        "l1": {
                            "enabled": false
                        },
                        "l2": {
                            "enabled": true
                        }
                    }
                },
                "C": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.01,
                        0.1,
                        1.0,
                        10.0,
                        100.0
                    ],
                    "range": {
                        "min": 0.01,
                        "max": 100.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "n_jobs": 2,
                "enabled": false
            },
            "neural_network": {
                "layer_sizes": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        10
                    ],
                    "range": {
                        "min": 8,
                        "max": 16,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "activation": "relu",
                "solver": "adam",
                "alpha": 0.001,
                "batch_size": 200,
                "auto_batch": true,
                "max_iter": 200,
                "seed": 1337,
                "tol": 0.0001,
                "early_stopping": false,
                "validation_fraction": 0.1,
                "beta_1": 0.9,
                "beta_2": 0.999,
                "epsilon": 1e-08,
                "learning_rate": "constant",
                "power_t": 0.5,
                "momentum": 0.8,
                "nesterovs_momentum": true,
                "shuffle": true,
                "learning_rate_init": 0.001,
                "enabled": false
            },
            "svc_classifier": {
                "C": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "gamma": {
                    "values": {
                        "auto": {
                            "enabled": false
                        },
                        "custom": {
                            "enabled": false
                        },
                        "scale": {
                            "enabled": true
                        }
                    }
                },
                "custom_gamma": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "kernel": {
                    "values": {
                        "linear": {
                            "enabled": false
                        },
                        "poly": {
                            "enabled": false
                        },
                        "rbf": {
                            "enabled": true
                        },
                        "sigmoid": {
                            "enabled": false
                        }
                    }
                },
                "coef0": 0.0,
                "tol": 0.001,
                "max_iter": -1,
                "enabled": false
            },
            "svm_regression": {
                "C": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "gamma": {
                    "values": {
                        "auto": {
                            "enabled": false
                        },
                        "custom": {
                            "enabled": false
                        },
                        "scale": {
                            "enabled": true
                        }
                    }
                },
                "custom_gamma": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "kernel": {
                    "values": {
                        "linear": {
                            "enabled": false
                        },
                        "poly": {
                            "enabled": false
                        },
                        "rbf": {
                            "enabled": true
                        },
                        "sigmoid": {
                            "enabled": false
                        }
                    }
                },
                "coef0": 0.0,
                "tol": 0.001,
                "max_iter": -1,
                "enabled": false
            },
            "lars_params": {
                "max_features": 0,
                "K": 100,
                "enabled": false
            },
            "lightgbm_regression": {
                "boosting_type": {
                    "values": {
                        "gbdt": {
                            "enabled": true
                        },
                        "goss": {
                            "enabled": false
                        }
                    }
                },
                "num_leaves": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        31
                    ],
                    "range": {
                        "min": 20,
                        "max": 500,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1,
                        0.2
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.6,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        75
                    ],
                    "range": {
                        "min": 50,
                        "max": 200,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_split_gain": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0,
                        "max": 1.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_child_weight": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.001,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_child_samples": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        10,
                        30
                    ],
                    "range": {
                        "min": 1,
                        "max": 100,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "colsample_bytree": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.7,
                        0.9
                    ],
                    "range": {
                        "min": 0.5,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "reg_alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "reg_lambda": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "early_stopping": true,
                "early_stopping_rounds": 4,
                "random_state": 1337,
                "n_jobs": 4,
                "max_depth": -1,
                "subsample": 0.9,
                "subsample_freq": 1,
                "use_bagging": false,
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "lightgbm_classification": {
                "boosting_type": {
                    "values": {
                        "gbdt": {
                            "enabled": true
                        },
                        "goss": {
                            "enabled": false
                        }
                    }
                },
                "num_leaves": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        31
                    ],
                    "range": {
                        "min": 20,
                        "max": 500,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1,
                        0.2
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.6,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        75
                    ],
                    "range": {
                        "min": 50,
                        "max": 200,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_split_gain": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0,
                        "max": 1.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_child_weight": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.001,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_child_samples": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        10,
                        30
                    ],
                    "range": {
                        "min": 1,
                        "max": 100,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "colsample_bytree": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.7,
                        0.9
                    ],
                    "range": {
                        "min": 0.5,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "reg_alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "reg_lambda": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "early_stopping": true,
                "early_stopping_rounds": 4,
                "random_state": 1337,
                "n_jobs": 4,
                "max_depth": -1,
                "subsample": 0.9,
                "subsample_freq": 1,
                "use_bagging": false,
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "xgboost": {
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.2
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.5,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "gamma": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_child_weight": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.5,
                        "max": 5.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_delta_step": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "EXPLICIT",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "subsample": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.5,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "colsample_bytree": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.5,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "colsample_bylevel": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.5,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0,
                        "max": 1.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "lambda": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.01,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "booster": {
                    "values": {
                        "dart": {
                            "enabled": false
                        },
                        "gbtree": {
                            "enabled": true
                        }
                    }
                },
                "objective": {
                    "values": {
                        "binary_logistic": {
                            "enabled": false
                        },
                        "multi_softprob": {
                            "enabled": false
                        },
                        "reg_gamma": {
                            "enabled": false
                        },
                        "reg_linear": {
                            "enabled": true
                        },
                        "reg_logistic": {
                            "enabled": false
                        }
                    }
                },
                "n_estimators": 300,
                "nthread": 4,
                "scale_pos_weight": 1.0,
                "base_score": 0.5,
                "impute_missing": false,
                "missing": 0.0,
                "tree_method": "auto",
                "seed": 1337,
                "enable_early_stopping": true,
                "early_stopping_rounds": 4,
                "tweedie_variance_power": 1.5,
                "allow_sparse_matrices": false,
                "enabled": false
            },
            "deep_neural_network_regression": {
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 1e-05,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "hidden_layers": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "units": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        32
                    ],
                    "range": {
                        "min": 1,
                        "max": 256,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "batch_size": 32,
                "max_epochs": 50,
                "early_stopping_enabled": true,
                "early_stopping_patience": 5,
                "early_stopping_threshold": 0.0001,
                "dropout": 0.0,
                "reg_l2": 0.0,
                "reg_l1": 0.0,
                "enabled": false
            },
            "deep_neural_network_classification": {
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 1e-05,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "hidden_layers": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "units": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        32
                    ],
                    "range": {
                        "min": 1,
                        "max": 256,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "batch_size": 32,
                "max_epochs": 50,
                "early_stopping_enabled": true,
                "early_stopping_patience": 5,
                "early_stopping_threshold": 0.0001,
                "dropout": 0.0,
                "reg_l2": 0.0,
                "reg_l1": 0.0,
                "enabled": false
            },
            "deep_learning_sparkling": {
                "enabled": false,
                "hidden": [
                    10,
                    10
                ],
                "activation": "RECTIFIER",
                "epochs": 10.0,
                "l1": 0.0,
                "l2": 0.0,
                "max_w2": -1.0,
                "dropout": false,
                "input_dropout_ratio": 0.0,
                "hidden_dropout_ratios": [
                    0.1,
                    0.2
                ],
                "use_adaptative": true,
                "rho": 0.99,
                "epsilon": 1e-08,
                "rate": 0.005,
                "rate_annealing": 1e-06,
                "rate_decay": 1.0,
                "momentum_start": 0.0,
                "momentum_ramp": 1000000.0,
                "momentum_stable": 0.0
            },
            "gbm_sparkling": {
                "enabled": false,
                "learn_rate": 0.1,
                "ntrees": 50,
                "max_depth": 5,
                "min_rows": 10,
                "family": "AUTO",
                "nbins": 20,
                "nbins_cats": 1024,
                "balance_classes": false,
                "max_after_balance_size": 2.0,
                "tweedie_power": 1.5
            },
            "glm_sparkling": {
                "enabled": false,
                "family": "gaussian",
                "alpha": 0.5,
                "lambda": 0.0,
                "max_iter": 100,
                "beta_epsilon": 0.0001,
                "tweedie_variance_power": 0.5
            },
            "rf_sparkling": {
                "enabled": false,
                "ntrees": 50,
                "max_depth": 5,
                "min_rows": 1,
                "mtries": -1,
                "sample_rate": 0.6666,
                "nbins": 20,
                "nbins_cats": 1024
            },
            "nb_sparkling": {
                "enabled": false,
                "laplace": 0.0,
                "min_std_dev": 0.001
            },
            "mllib_naive_bayes": {
                "enabled": false,
                "lambda": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        1.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                }
            },
            "mllib_logit": {
                "enabled": false,
                "max_iter": 30,
                "reg_param": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.001,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "enet_param": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                }
            },
            "mllib_linreg": {
                "enabled": false,
                "max_iter": 30,
                "reg_param": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.001,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "enet_param": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 1.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                }
            },
            "mllib_dt": {
                "enabled": false,
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 8,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_bins": 32,
                "max_memory_mb": 256,
                "min_info_gain": 0.0,
                "min_instance_per_node": 1,
                "cache_node_ids": false,
                "checkpoint_interval": 10
            },
            "mllib_rf": {
                "enabled": false,
                "cache_node_ids": false,
                "checkpoint_interval": 10,
                "impurity": "gini",
                "max_bins": 32,
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 8,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_memory_mb": 256,
                "min_info_gain": 0.0,
                "min_instance_per_node": 1,
                "seed": 1337,
                "subsampling_rate": 1.0,
                "num_trees": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        20
                    ],
                    "range": {
                        "min": 10,
                        "max": 50,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "subset_strategy": "auto",
                "step_size": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.05,
                        "max": 0.5,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                }
            },
            "mllib_gbt": {
                "enabled": false,
                "cache_node_ids": false,
                "checkpoint_interval": 10,
                "impurity": "gini",
                "max_bins": 32,
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 8,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_memory_mb": 256,
                "min_info_gain": 0.0,
                "min_instance_per_node": 1,
                "seed": 1337,
                "subsampling_rate": 1.0,
                "num_trees": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        20
                    ],
                    "range": {
                        "min": 10,
                        "max": 50,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "subset_strategy": "auto",
                "step_size": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.05,
                        "max": 0.5,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                }
            },
            "vertica_linear_regression": {
                "enabled": false,
                "maxIterations": 200,
                "epsilon": 1e-06,
                "optimizer": "BFGS"
            },
            "vertica_logistic_regression": {
                "enabled": false,
                "maxIterations": 200,
                "epsilon": 1e-06,
                "optimizer": "BFGS"
            },
            "custom_python": [],
            "plugin_python": {},
            "keras": {
                "epochs": 10,
                "batchSize": 32,
                "trainOnAllData": true,
                "stepsPerEpoch": 100,
                "shuffleData": true,
                "cachePreprocessedData": true,
                "advancedFitMode": false,
                "enabled": false,
                "kerasInputs": [
                    "main"
                ]
            },
            "trivial_identity_timeseries": {
                "enabled": false
            },
            "seasonal_naive_timeseries": {
                "season_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "enabled": false
            },
            "arima_timeseries": {
                "p": 0,
                "d": 0,
                "q": 0,
                "P": 0,
                "D": 0,
                "Q": 0,
                "s": 7,
                "trend": "n",
                "trend_offset": 1,
                "enforce_stationarity": true,
                "enforce_invertibility": true,
                "concentrate_scale": false,
                "enabled": false
            },
            "autoarima_timeseries": {
                "m": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "information_criterion": {
                    "values": {
                        "aic": {
                            "enabled": true
                        },
                        "aicc": {
                            "enabled": false
                        },
                        "bic": {
                            "enabled": false
                        },
                        "hqic": {
                            "enabled": false
                        },
                        "oob": {
                            "enabled": false
                        }
                    }
                },
                "test": {
                    "values": {
                        "adf": {
                            "enabled": false
                        },
                        "kpss": {
                            "enabled": true
                        },
                        "pp": {
                            "enabled": false
                        }
                    }
                },
                "seasonal_test": {
                    "values": {
                        "ch": {
                            "enabled": false
                        },
                        "ocsb": {
                            "enabled": true
                        }
                    }
                },
                "method": {
                    "values": {
                        "basinhopping": {
                            "enabled": false
                        },
                        "bfgs": {
                            "enabled": false
                        },
                        "cg": {
                            "enabled": false
                        },
                        "lbfgs": {
                            "enabled": true
                        },
                        "ncg": {
                            "enabled": false
                        },
                        "newton": {
                            "enabled": false
                        },
                        "nm": {
                            "enabled": false
                        },
                        "powell": {
                            "enabled": false
                        }
                    }
                },
                "start_p": 1,
                "max_p": 5,
                "max_d": 2,
                "start_q": 1,
                "max_q": 5,
                "start_P": 1,
                "max_P": 2,
                "max_D": 1,
                "start_Q": 1,
                "max_Q": 2,
                "max_order": 5,
                "stationary": false,
                "maxiter": 50,
                "enabled": false
            },
            "seasonal_loess_timeseries": {
                "period": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 2
                    },
                    "values": [
                        2
                    ],
                    "range": {
                        "min": 2,
                        "max": 7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "seasonal": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 3
                    },
                    "values": [
                        7
                    ],
                    "range": {
                        "min": 3,
                        "max": 31,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "trend": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 3
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 11,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "low_pass": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 3
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 11,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "seasonal_deg": {
                    "values": {
                        "0": {
                            "enabled": false
                        },
                        "1": {
                            "enabled": true
                        }
                    }
                },
                "trend_deg": {
                    "values": {
                        "0": {
                            "enabled": false
                        },
                        "1": {
                            "enabled": true
                        }
                    }
                },
                "low_pass_deg": {
                    "values": {
                        "0": {
                            "enabled": false
                        },
                        "1": {
                            "enabled": true
                        }
                    }
                },
                "seasonal_jump": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "trend_jump": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "low_pass_jump": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "auto_trend": true,
                "auto_low_pass": true,
                "enabled": false
            },
            "prophet_timeseries": {
                "changepoint_prior_scale": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.005,
                        0.05
                    ],
                    "range": {
                        "min": 0.001,
                        "max": 0.05,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "seasonality_prior_scale": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        10.0
                    ],
                    "range": {
                        "min": 0.01,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "seasonality_mode": {
                    "values": {
                        "additive": {
                            "enabled": true
                        },
                        "multiplicative": {
                            "enabled": false
                        }
                    }
                },
                "holidays_prior_scale": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        10.0
                    ],
                    "range": {
                        "min": 0.01,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "growth": "linear",
                "floor": 0.0,
                "n_changepoints": 25,
                "changepoint_range": 0.8,
                "yearly_seasonality": "auto",
                "weekly_seasonality": "auto",
                "daily_seasonality": "auto",
                "seed": 1337,
                "_use_external_features": false,
                "enabled": false
            },
            "gluonts_npts_timeseries": {
                "context_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 10,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "kernel_type": {
                    "values": {
                        "exponential": {
                            "enabled": true
                        },
                        "uniform": {
                            "enabled": false
                        }
                    }
                },
                "exp_kernel_weights": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.5,
                        1.0,
                        2.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 10.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "feature_scale": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        1000.0
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 10000.0,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "full_context": true,
                "use_seasonal_model": true,
                "use_default_time_features": true,
                "seed": 1337,
                "enabled": false
            },
            "gluonts_torch_deepar_timeseries": {
                "context_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 10,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "num_layers": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        2
                    ],
                    "range": {
                        "min": 1,
                        "max": 4,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "num_cells": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        40
                    ],
                    "range": {
                        "min": 30,
                        "max": 50,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "dropout_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.05,
                        "max": 0.2,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "distr_output": {
                    "values": {
                        "StudentTOutput": {
                            "enabled": true
                        }
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "weight_decay": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        1e-08
                    ],
                    "range": {
                        "min": 1e-12,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "full_context": true,
                "use_timeseries_identifiers_as_features": false,
                "scaling": true,
                "patience": 10,
                "num_parallel_samples": 100,
                "batch_size": 32,
                "epochs": 10,
                "auto_num_batches_per_epoch": true,
                "num_batches_per_epoch": 50,
                "seed": 1337,
                "enabled": false
            },
            "gluonts_torch_simple_feed_forward_timeseries": {
                "context_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "distr_output": {
                    "values": {
                        "StudentTOutput": {
                            "enabled": true
                        }
                    }
                },
                "batch_normalization": {
                    "values": {
                        "false": {
                            "enabled": false
                        },
                        "true": {
                            "enabled": true
                        }
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001,
                        0.01
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "weight_decay": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        1e-08
                    ],
                    "range": {
                        "min": 1e-12,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "num_hidden_dimensions": [
                    40,
                    40
                ],
                "full_context": true,
                "batch_size": 32,
                "epochs": 10,
                "auto_num_batches_per_epoch": true,
                "num_batches_per_epoch": 50,
                "seed": 1337,
                "enabled": false
            },
            "gluonts_simple_feed_forward_timeseries": {
                "context_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "distr_output": {
                    "values": {
                        "GaussianOutput": {
                            "enabled": false
                        },
                        "NegativeBinomialOutput": {
                            "enabled": false
                        },
                        "StudentTOutput": {
                            "enabled": true
                        }
                    }
                },
                "batch_normalization": {
                    "values": {
                        "false": {
                            "enabled": false
                        },
                        "true": {
                            "enabled": true
                        }
                    }
                },
                "mean_scaling": {
                    "values": {
                        "false": {
                            "enabled": false
                        },
                        "true": {
                            "enabled": true
                        }
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001,
                        0.01
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "num_hidden_dimensions": [
                    40,
                    40
                ],
                "full_context": true,
                "num_parallel_samples": 100,
                "batch_size": 32,
                "epochs": 10,
                "auto_num_batches_per_epoch": true,
                "num_batches_per_epoch": 50,
                "seed": 1337,
                "enabled": false
            },
            "gluonts_deepar_timeseries": {
                "context_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 10,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "num_layers": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        2
                    ],
                    "range": {
                        "min": 1,
                        "max": 4,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "num_cells": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        40
                    ],
                    "range": {
                        "min": 30,
                        "max": 50,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "cell_type": {
                    "values": {
                        "gru": {
                            "enabled": false
                        },
                        "lstm": {
                            "enabled": true
                        }
                    }
                },
                "dropoutcell_type": {
                    "values": {
                        "RNNZoneoutCell": {
                            "enabled": false
                        },
                        "VariationalDropoutCell": {
                            "enabled": false
                        },
                        "VariationalZoneoutCell": {
                            "enabled": false
                        },
                        "ZoneoutCell": {
                            "enabled": true
                        }
                    }
                },
                "dropout_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.05,
                        "max": 0.2,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "alpha": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0,
                        "max": 1.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 0.2,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "beta": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 0.0,
                        "max": 1.0
                    },
                    "values": [
                        0.0
                    ],
                    "range": {
                        "min": 0.0,
                        "max": 0.2,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "distr_output": {
                    "values": {
                        "GaussianOutput": {
                            "enabled": false
                        },
                        "NegativeBinomialOutput": {
                            "enabled": false
                        },
                        "StudentTOutput": {
                            "enabled": true
                        }
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "full_context": true,
                "use_timeseries_identifiers_as_features": false,
                "scaling": true,
                "num_parallel_samples": 100,
                "minimum_scale": 1e-10,
                "batch_size": 32,
                "epochs": 10,
                "auto_num_batches_per_epoch": true,
                "num_batches_per_epoch": 50,
                "seed": 1337,
                "enabled": false
            },
            "gluonts_transformer_timeseries": {
                "context_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 10,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "model_dim": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        32
                    ],
                    "range": {
                        "min": 16,
                        "max": 64,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "inner_ff_dim_scale": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        4
                    ],
                    "range": {
                        "min": 1,
                        "max": 10,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "num_heads": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        8
                    ],
                    "range": {
                        "min": 4,
                        "max": 8,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "dropout_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.1
                    ],
                    "range": {
                        "min": 0.05,
                        "max": 0.2,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "distr_output": {
                    "values": {
                        "GaussianOutput": {
                            "enabled": false
                        },
                        "NegativeBinomialOutput": {
                            "enabled": false
                        },
                        "StudentTOutput": {
                            "enabled": true
                        }
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "full_context": true,
                "use_timeseries_identifiers_as_features": false,
                "num_parallel_samples": 100,
                "batch_size": 32,
                "epochs": 10,
                "auto_num_batches_per_epoch": true,
                "num_batches_per_epoch": 50,
                "seed": 1337,
                "enabled": false
            },
            "gluonts_mqcnn_timeseries": {
                "context_length": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        1
                    ],
                    "range": {
                        "min": 10,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "learning_rate": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23
                    },
                    "values": [
                        0.001
                    ],
                    "range": {
                        "min": 0.0001,
                        "max": 0.1,
                        "nbValues": 3,
                        "scaling": "LOGARITHMIC"
                    }
                },
                "full_context": true,
                "use_timeseries_identifiers_as_features": false,
                "decoder_mlp_dim_seq": [
                    30
                ],
                "channels_seq": [
                    30,
                    30,
                    30
                ],
                "dilation_seq": [
                    1,
                    3,
                    5
                ],
                "kernel_size_seq": [
                    7,
                    3,
                    3
                ],
                "scaling": true,
                "batch_size": 32,
                "epochs": 10,
                "auto_num_batches_per_epoch": true,
                "num_batches_per_epoch": 50,
                "seed": 1337,
                "enabled": false
            },
            "causal_forest": {
                "n_estimators": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        30,
                        100
                    ],
                    "range": {
                        "min": 10,
                        "max": 100,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "criterion": {
                    "values": {
                        "het": {
                            "enabled": false
                        },
                        "mse": {
                            "enabled": true
                        }
                    }
                },
                "max_depth": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        3
                    ],
                    "range": {
                        "min": 3,
                        "max": 8,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "min_samples_leaf": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        5
                    ],
                    "range": {
                        "min": 2,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "selection_mode": "auto",
                "max_features": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1
                    },
                    "values": [
                        10
                    ],
                    "range": {
                        "min": 5,
                        "max": 20,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "max_feature_prop": {
                    "gridMode": "EXPLICIT",
                    "randomMode": "RANGE",
                    "limit": {
                        "min": 1e-23,
                        "max": 1.0
                    },
                    "values": [
                        0.3
                    ],
                    "range": {
                        "min": 0.1,
                        "max": 0.7,
                        "nbValues": 3,
                        "scaling": "LINEAR"
                    }
                },
                "honest": true,
                "n_jobs": 4,
                "enabled": false
            },
            "propensityModeling": {
                "enabled": false,
                "calibrateProbabilities": false,
                "calibrationDataRatio": 0.1
            },
            "grid_search": false,
            "gridSearchParams": {
                "mode": "KFOLD",
                "splitRatio": 0.8,
                "shuffleIterations": 1,
                "nFolds": 5,
                "cvSeed": 1337,
                "stratified": true,
                "grouped": false,
                "strategy": "GRID",
                "bayesianOptimizer": "SCIKIT_OPTIMIZE",
                "randomized": true,
                "seed": 1337,
                "nIter": 0,
                "nIterRandom": 10,
                "timeout": 0,
                "nJobs": 4,
                "distributed": false,
                "nContainers": 4,
                "foldOffset": true,
                "equalDurationFolds": false
            },
            "metrics": {
                "customMetrics": [],
                "evaluationMetric": "R2",
                "classAveragingMethod": "MACRO",
                "costMatrixWeights": {
                    "tpGain": 1.0,
                    "tnGain": 0.0,
                    "fpGain": -0.3,
                    "fnGain": 0.0
                },
                "liftPoint": 0.4,
                "netUpliftPoint": 0.5,
                "causalWeighting": "NO_WEIGHTING"
            },
            "custom_mllib": [],
            "max_ensemble_nodes_serialized": 6000
        },
        "diagnosticsSettings": {
            "enabled": true,
            "settings": [
                {
                    "type": "ML_DIAGNOSTICS_DATASET_SANITY_CHECKS",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_MODELING_PARAMETERS",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_RUNTIME",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_REPRODUCIBILITY",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_TRAINING_OVERFIT",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_LEAKAGE_DETECTION",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_MODEL_CHECK",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_ML_ASSERTIONS",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_ABNORMAL_PREDICTIONS_DETECTION",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_SCORING_DATASET_SANITY_CHECKS",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_EVALUATION_DATASET_SANITY_CHECKS",
                    "enabled": true
                },
                {
                    "type": "ML_DIAGNOSTICS_TIMESERIES_RESAMPLING_CHECKS",
                    "enabled": true
                }
            ]
        },
        "backendType": "PY_MEMORY",
        "maxConcurrentModelTraining": 2,
        "gpuConfig": {
            "params": {
                "useGpu": false,
                "gpuList": [
                    0
                ],
                "perGPUMemoryFraction": 0.5,
                "gpuAllowGrowth": false
            },
            "disabledCapabilities": []
        },
        "envSelection": {
            "envMode": "USE_BUILTIN_MODE"
        },
        "containerSelection": {
            "containerMode": "INHERIT"
        },
        "sparkParams": {
            "sparkConf": {
                "inheritConf": "default",
                "conf": []
            },
            "sparkUseGlobalMetastore": false,
            "sparkPreparedDFStorageLevel": "MEMORY_AND_DISK",
            "sparkRepartitionNonHDFS": 1,
            "pipelineAllowStart": true,
            "pipelineAllowMerge": true,
            "sparkExecutionEngine": "SPARK_SUBMIT"
        },
        "sparkCheckpoint": "NONE",
        "predictionDisplayScript": {
            "steps": [],
            "maxProcessedMemTableBytes": -1,
            "columnsSelection": {
                "mode": "ALL"
            },
            "columnOrder": [],
            "columnWidthsByName": {},
            "columnUseScientificNotationByName": {},
            "coloring": {
                "scheme": "MEANING_AND_STATUS",
                "individualColumns": [],
                "individualColumnsRules": [],
                "valueColoringMode": "HASH",
                "coloringGroups": []
            },
            "sorting": [],
            "analysisColumnData": {},
            "explorationSampling": {
                "selection": {
                    "maxRecordsForDisplay": -1,
                    "maxStoredBytes": -1,
                    "timeout": -1,
                    "filter": {
                        "distinct": false,
                        "enabled": false
                    },
                    "partitionSelectionMethod": "ALL",
                    "latestPartitionsN": 1,
                    "ordering": {
                        "enabled": false,
                        "rules": []
                    },
                    "samplingMethod": "HEAD_SEQUENTIAL",
                    "maxRecords": 10000,
                    "targetRatio": 0.02,
                    "ascending": true,
                    "withinFirstN": -1,
                    "maxReadUncompressedBytes": -1
                },
                "autoRefreshSample": false,
                "_refreshTrigger": 0
            },
            "vizSampling": {
                "selection": {
                    "useMemTable": false,
                    "filter": {
                        "distinct": false,
                        "enabled": false
                    },
                    "partitionSelectionMethod": "ALL",
                    "latestPartitionsN": 1,
                    "ordering": {
                        "enabled": false,
                        "rules": []
                    },
                    "samplingMethod": "FULL",
                    "maxRecords": -1,
                    "targetRatio": 0.02,
                    "ascending": true,
                    "withinFirstN": -1,
                    "maxReadUncompressedBytes": -1
                },
                "autoRefreshSample": false,
                "_refreshTrigger": 0
            },
            "exploreUIParams": {},
            "globalSearchQuery": "",
            "explorationFilters": [],
            "previewMode": "ALL_ROWS"
        },
        "predictionDisplayCharts": [],
        "customMeasures": [],
        "labels": []
    },
    "lastTrainIndex": 5,
    "lastTrainJobId": "",
    "creationTag": {
        "versionNumber": 0,
        "lastModifiedBy": {
            "login": "francois.phe"
        },
        "lastModifiedOn": 1713252991769,
        "extendedProperties": {}
    },
    "shortDesc": "Deployed MLFlow model",
    "tags": [],
    "customFields": {},
    "checklists": {
        "checklists": []
    }
}