DataFlowPro / data /uploaded_20240513_231616.json
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{"session_name": "20240513_231616", "session_description": "20240513_231616", "design_state_data": {"session_info": {"dataset": "iris_modified.csv", "session_name": "20240513_231616", "session_description": "20240513_231616"}, "target": {"prediction_type": "Regression", "target": "sepal_length", "type": "Regression", "partitioning": true}, "train": {"k_fold": 5, "train_ratio": 0.8, "random_seed": 42}, "feature_handling": {"sepal_length": {"feature_name": "sepal_length", "is_selected": true, "feature_variable_type": "float64", "feature_details": {}}, "sepal_width": {"feature_name": "sepal_width", "is_selected": true, "feature_variable_type": "float64", "feature_details": {"numerical_handling": null, "rescaling": false, "scaling_type": null, "make_derived_feats": false, "missing_values": false, "impute_with": null}}, "petal_length": {"feature_name": "petal_length", "is_selected": false, "feature_variable_type": "float64", "feature_details": {"numerical_handling": null, "rescaling": false, "scaling_type": null, "make_derived_feats": false, "missing_values": "Impute", "impute_with": null}}, "petal_width": {"feature_name": "petal_width", "is_selected": false, "feature_variable_type": "float64", "feature_details": {"numerical_handling": null, "rescaling": false, "scaling_type": null, "make_derived_feats": false, "missing_values": "Impute", "impute_with": null}}, "species": {"feature_name": "species", "is_selected": false, "feature_variable_type": "object", "feature_details": {"numerical_handling": null, "rescaling": false, "scaling_type": null, "make_derived_feats": false, "missing_values": "Impute", "impute_with": null}}}, "algorithms": {"RandomForestRegressor": {"model_name": "RandomForestRegressor", "is_selected": false, "random_state": [42]}, "LinearRegression": {"model_name": "LinearRegression", "is_selected": false, "random_state": [42]}, "RidgeRegression": {"model_name": "RidgeRegression", "is_selected": false, "random_state": [42]}, "LassoRegression": {"model_name": "LassoRegression", "is_selected": false, "random_state": [42]}, "ElasticNetRegression": {"model_name": "ElasticNetRegression", "is_selected": false, "random_state": [42]}, "xg_boost": {"model_name": "xg_boost", "is_selected": false, "random_state": [42]}, "DecisionTreeRegressor": {"model_name": "DecisionTreeRegressor", "is_selected": false, "random_state": [42]}, "SVM": {"model_name": "SVM", "is_selected": false, "random_state": [42]}, "KNN": {"model_name": "KNN", "is_selected": false, "random_state": [42]}, "neural_network": {"model_name": "neural_network", "is_selected": false, "random_state": [42]}}}}