{ "components": { "reader_0": { "module": "Reader", "output": { "data": [ "table" ] } }, "data_transform_0": { "module": "DataTransform", "input": { "data": { "data": [ "reader_0.table" ] } }, "output": { "data": [ "train" ], "model": [ "data_transform" ] } }, "intersection_0": { "module": "Intersection", "input": { "data": { "data": [ "data_transform_0.train" ] } }, "output": { "data": [ "train" ] } }, "federated_sample_0": { "module": "FederatedSample", "input": { "data": { "data": [ "intersection_0.train" ] } }, "output": { "data": [ "train" ] } }, "feature_scale_0": { "module": "FeatureScale", "input": { "data": { "data": [ "federated_sample_0.train" ] } }, "output": { "data": [ "train" ], "model": [ "feature_scale" ] } }, "hetero_feature_binning_0": { "module": "HeteroFeatureBinning", "input": { "data": { "data": [ "feature_scale_0.train" ] } }, "output": { "data": [ "train" ], "model": [ "hetero_feature_binning" ] } }, "hetero_feature_selection_0": { "module": "HeteroFeatureSelection", "input": { "data": { "data": [ "hetero_feature_binning_0.train" ] }, "isometric_model": [ "hetero_feature_binning_0.hetero_feature_binning" ] }, "output": { "data": [ "train" ], "model": [ "selected" ] } }, "one_hot_0": { "module": "OneHotEncoder", "input": { "data": { "data": [ "hetero_feature_selection_0.train" ] } }, "output": { "data": [ "train" ], "model": [ "onehot_encoder" ] } }, "hetero_lr_0": { "module": "HeteroLR", "input": { "data": { "train_data": [ "one_hot_0.train" ] } }, "output": { "data": [ "train" ], "model": [ "hetero_lr" ] }, "need_deploy": false }, "hetero_lr_1": { "module": "HeteroLR", "input": { "data": { "train_data": [ "one_hot_0.train" ] } }, "output": { "data": [ "train" ] }, "need_deploy": false }, "hetero_secureboost_0": { "module": "HeteroSecureBoost", "input": { "data": { "train_data": [ "one_hot_0.train" ] } }, "output": { "data": [ "train" ] }, "need_deploy": false }, "hetero_secureboost_1": { "module": "HeteroSecureBoost", "input": { "data": { "train_data": [ "one_hot_0.train" ] } }, "output": { "data": [ "train" ], "model": [ "train" ] } }, "evaluation_0": { "module": "Evaluation", "input": { "data": { "data": [ "hetero_lr_0.train" ] } } }, "evaluation_1": { "module": "Evaluation", "input": { "data": { "data": [ "hetero_secureboost_1.train" ] } } } } }