Structure
Inspect modules, partitions, rules, bins, and model metadata.
The Structure view describes a trained model.
Use it to review the model artefact after training, inspect how features were organised into modules, and understand the rules, partitions, and bins that make up the model.
When to use
| Use case | Description |
|---|---|
| Review a trained model | Check the model summary, features, targets, module count, partition count, and training parameters. |
| Inspect feature interactions | See which features appear in each module and whether a module represents a single feature or an interaction. |
| Audit rules and partitions | Inspect the conditions, expressions, and bins used by the model partitions. |
| Prepare for explanation work | Understand the model structure before using deployed model views for prediction-level explanations. |
Generate the view
Generate the Structure view from a trained model.
Response
{"data": [{"view_type": "MODEL_STRUCTURE","output_version": {"major_version": 1,"minor_version": 1,"patch_version": 1},"view_data": {"summary": {"columns": ["model_id","model_name","model_title","model_created","model_last_trained","model_uvc","model_intercept","has_personal_individual_data","has_reuse_restrictions","model_doi","model_copyright","n_input_features","n_transformed_features","n_output_targets","features","targets","n_modules","n_partitions","max_interaction_degree","model_interaction_count","max_width","max_depth","n_categorical_features","n_model_bins","run_params","is_sparse","module_names","n_feature_groups"],"index": [0],"data": [["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533","2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533","",1769708667000,1769708667000,"",-1.0836982274,false,false,"","",14,116,1,["age","workclass","fnlwgt","education","educational_45_num","marital_45_status","occupation","relationship","race","gender","capital_45_gain","capital_45_loss","hours_45_per_45_week","native_45_country"],["income"],18,18,2,23,2,0,8,203,"{\"alpha\": 0.0, \"alpha_factor\": 2.0, \"bin_min_distance\": 0.0, \"binning_strategy\": \"DTREE\", \"bins\": 8, \"boosting_strategy\": \"INTERACTION_DEGREE_ASC\", \"cache_size\": 10, \"dynamic_cv\": true, \"early_stopping_patience\": 3, \"early_stopping_tolerance\": 0.0001, \"estimators\": 2, \"estimators_optimize_winsorize_level\": false, \"estimators_winsorize_level\": 0.0, \"exclude_implicit\": false, \"fine_tuning_evals\": 0, \"floatx\": \"float64\", \"init_depth\": 0, \"l1_ratio\": 0.0, \"l1_ratio_delta\": 2.0, \"learning_rate\": 1.0, \"learning_rate_decay\": 1.0, \"learning_rate_patience\": 16, \"learning_rate_tolerance\": 0.0001, \"log_interval\": 10, \"log_model\": true, \"loss_fn\": null, \"max_depth\": 3, \"max_depth_momentum\": 1, \"max_features\": 1.0, \"max_interaction_degree\": 2, \"max_interactions\": 8, \"max_iterations\": 10000, \"max_polynomial_degree\": 2, \"max_rounds\": 1, \"max_samples\": 1.0, \"model_capabilities\": {\"estimators_data\": true, \"has_causal\": false}, \"model_complexity_max_iterations\": 1, \"model_complexity_patience\": 1, \"model_complexity_tolerance\": 0.0001, \"model_constraints\": [], \"partition_min_delta\": 0.0, \"partition_min_delta_factor\": 0.5, \"partition_min_delta_fraction\": 0.4, \"partition_min_samples\": 20, \"progress_callback\": null, \"prune_patience\": 1, \"prune_threshold\": 0.0, \"regularization_patience\": 10, \"sparse_model\": true, \"subsample\": 10, \"training_size\": 0.8, \"validation_size\": 0.2}",true,["age","educational_45_num","capital_45_gain","capital_45_loss","hours_45_per_45_week","education","gender","marital_45_status","native_45_country","occupation","race","relationship","workclass","occupation x relationship","education x marital_45_status","marital_45_status x occupation","capital_45_gain x relationship","educational_45_num x relationship"],0]],"foreign_keys": [],"labels": [],"types": [{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"}]},"feature_groups": {"columns": [],"index": [],"data": [],"foreign_keys": [],"labels": [],"types": []},"modules": {"columns": ["module_id","module_index","module_stable_label","module_name","module_features","n_partitions","n_parameters","n_nonzero_parameters","n_rules","module_depth","n_module_features","feature_count","interaction_degree","max_polynomial_degree","interaction_count","n_bins","bins","partition_exemplars"],"index": [0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17],"data": [["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_6ad7198fde0dfc1d7df16ae4c513db62cc38e26f82098432cbd4898f9995c8c1",0,"module_age","age",["age"],1,5,6,1,0,1,1,1,2,1,1,["76770c83d8d7401d840704780725b473"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_a950d2fb53649d40188a531b5d352d99f5939e28b97fc02fe43a42802995dc10",1,"module_educational_45_num","educational_45_num",["educational_45_num"],1,5,6,1,0,1,1,1,2,1,1,["7be739065834404cb9e5cc987d4a812e"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_4cffa35d90c724f76f80249ba71b7c8f0279ad9eee4b5ff151bc7e25c96e6369",2,"module_capital_45_gain","capital_45_gain",["capital_45_gain"],1,5,6,1,0,1,1,1,2,1,1,["d50bcf80db5c4aabbc2e46e0d2392b12"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_df9aa1bd9662fa4a904de1ae4fe323af3cf42907e4b35f50be40feab5966f22f",3,"module_capital_45_loss","capital_45_loss",["capital_45_loss"],1,5,6,1,0,1,1,1,2,1,1,["8729cd66a144435fb3cc35a5a7f7ff8c"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_0c44519fb8eaddc8acdc86b8c6fb95f823258dc0f34dfd010d8c7aedec64a835",4,"module_hours_45_per_45_week","hours_45_per_45_week",["hours_45_per_45_week"],1,5,6,1,0,1,1,1,2,1,1,["fbb9204a1bad43e186cdbf6f978a048a"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_e0c7c5e68b525dab3fd921a8900c309f876177522b98718ad0c3f8663d4762c3",5,"module_education","education",["education"],1,35,36,1,0,1,1,1,1,1,17,["0941df1d2b2c4a33bcf9204e1beb67a7","119ebbf9e2be42ce9ac58cd4760d6bbb","1f86ba4798ee46708e81a223c3e6e69b","30687e4fd005467d9d5711936a7e2740","42c6bf495fd8468bb30bf7937c860b57","54b10600b271429ebac5f4f16a9bd101","57ef7dcfd0294249b972067e819343a6","59354f9241194e1bbbc0704a5df9832a","62f9dd9baa4a4c36a4fe042decbf1c79","66d4710f87e2421b85ee355e13f2e594","7651750bbebc4f59b06743136eb8e908","825f2c530aae4edda287d4e7c2877ec6","856f3b989e284455b9ff88d4cb30cec4","ad76cadd266545af8b035102104b3d7e","b4019f3de2da479db0ba544fddb377ab","b511555423bf4021a7e7e4bac893f6b0","ce9d60ec652443ffaa4c91cf1ccce112"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_fdef43683dc796e21a2345b44b17dbc8f04162a422326a211dc8fc6dd003faba",6,"module_gender","gender",["gender"],1,7,8,1,0,1,1,1,1,1,3,["17db1085b9944386b39f8b8b4e5b3a79","688d759623d14756813eb5f931b8f55b","702d11deef64422983d9f38c58da6f19"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_41aac860702f382495f3c376afc595183863678636fa1712e51d23afdc8d9cf2",7,"module_marital_45_status","marital_45_status",["marital_45_status"],1,17,18,1,0,1,1,1,1,1,8,["2a35f6246f144227bc71df4c932d9552","5f93311adfd147f9813aec410f8ec15c","8074bc22900a47e68d19efea66baac57","a26a3fa7cb0948ada40bef76678d3877","cfb186ca987a4e79a919bcb106ad73f1","d93d90df4fb648be9303609907304851","e434c8027c9d4c35962d23a378935a3d","f98d150bd2564e44b1119cefbf239be5"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_8ddd0f4fae1e80fe196647cc35dae1a58ece199254c830e7c20b141e31bc8b14",8,"module_native_45_country","native_45_country",["native_45_country"],1,87,88,1,0,1,1,1,1,1,43,["060a73b7932240be928cb38a26f56b64","0bfdfcc5a6fa4beab45f444474fdff3b","1cc99e23f5d54397b090435372391ce7","1cf738e45f81470b83a544687e9fd5b9","31d41d7704fb46f5b745fd9e2346f9cf","32e855a8cb2547e28d9839deb327e87f","343e61466f574ad3aa2f63c521fea0c5","34940b204a75484db31e96b6c4cdc3b5","38c612268c064b32ae503d90feeecf1a","392c94069dcd4150ab95493ffc41048b","419fd2d2303342598bda35b8a8643c59","56ef96ec4dff4f8e9d7b0cce2afec65f","593d969735b34399aead6a0f2a8ea4e5","67d18827cd3545f9ad7cd02c9c26ebaa","69e970e583834252b45a03d55fb7fc26","6f58e2c42e0a4b2f98ae7dfa9e1ca1c1","710002a8bddb4d4cad9bf6a0ec1058f1","7477610815764bbab72b2d50e1d3ca05","791ddae0c7024183927f8ec75b0fd44a","800f131a843c484187c9aa5e7951a635","853ce75913fb4c2c9c250d36a31701eb","9127f6651446424b98819825a90daead","9254a17eda1f47cfb445898e7ac34c3e","9733fdbc623348f7a74ab2f4d53d3ae0","9a69efa0f2d949f6b390da3bc507828d","b004a48fc740489e88418c549098ffa3","b51ac3337f994082a7acc5eb7dfd85c5","b68fee7191b840b68e97bb3c34ba6d99","b6fc12b9265448d2929013af226f62cd","b713ace46a354a4ebb40506583eb0203","b8fd6efd7dce4acaa4299a6d2049aba2","c513a21976ca4959b7f745b7741d05d3","cbf344fb068843fa8c47840d8045c06f","cdef970dd3364b3094d0b9f09ccfc667","d1ef6a7a2c464bcd9b8b90528ace0185","d8530c0df6be46dd978cb6b4226ecb51","d9b9dbf0036d4430ae95c8504782e5eb","e90dcd67341b40f5b5b92b3a48b0b81b","e9bdf0129f7945cb8f05f81405ac37f3","f07ecdcac25e48cb88291cc6dfd330cd","f0d1dc1167f14914ae8b78637e4e2e5c","f5c6aab9996e4362a42e351e0d8e2dcc","fa02faf8539042b7a923262b964dfb20"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_e4061e29d3e0537f13743dbe35e929866962517471698a5130848ac301944c80",9,"module_occupation","occupation",["occupation"],1,33,34,1,0,1,1,1,1,1,16,["02969caf95424b6eb6dec0ee8b9975b0","29980d0ec6304593981fce2e1f6a5b7f","35f35da1765c41b186a525b4c6cdfa96","3924d3a3343142a38ef3caa900ea6d66","4a8b01d813d448099768e86decf000ec","4f0cf95447bc45e5a0a62f468f67e4d6","6dbdcd29d6a74f77868cdc6813e5e7c1","70d8a626bcc844dd877dfa3f736020b7","70fa1d30cddd48948e0ce12af4a0ecc4","7f703537e6624e328bb6fcc50a43cdea","b84aaf4448a04a6eb450a23a8f7b7f1d","ca16d471921a42918f9264c513072132","cdba6ff73ab64c369c4d706f45bc4144","d13874bd7fa84d11b92c53bc18f722ae","d48ef3324f004f9c840a28125ac7f704","f879827597c6480fba81a066c7932168"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_b537b585f259d113cda3a473e86f98a051af0ec5c05e174e09de560918e99e85",10,"module_race","race",["race"],1,13,14,1,0,1,1,1,1,1,6,["1a7c3220320c4562aafc6ccb8719a693","30fdf4f35aa14852b6ec69cf459acd47","49c04dec99b54019949cb4daa757d6df","5471b74d9927491f8a8a109075cdccaa","a359f87372be4ecda4165fe94993b15c","cda7e16317db4df1839662da75f1a328"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_acf1acd7421a3bf6e6a38f89c8ab6e8c5cc56649f101c962d406ee530642c4f6",11,"module_relationship","relationship",["relationship"],1,15,16,1,0,1,1,1,1,1,7,["03a663f246af46b2b690a592b9c51d8e","48c523566aea4ffab2d8010852ccf59b","6e27a63567a748b3a958139a20d3e137","7eee76b0927c4fc5b51ba22e85199704","c0d136a30e514c97a0f96ddf8dd705ef","e4ac01936b2842509129b42e3ff4b9ac","fa5946fa467c472990e5775e18d6e3fc"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_80990b7ff466e1dd50fa00bef5d3e4f3b584e6370043ef3535cd3b70032d59c3",12,"module_workclass","workclass",["workclass"],1,21,22,1,0,1,1,1,1,1,10,["40af55e7f2304a6eba2f3407bfe7ff4f","4a3b2d4c738f496fb8b8a6bb02c469a6","4d78a4f178b94018a4d0e9225621ba3d","9e623b7e93424f9ea34a88055936ef93","ba3996650e404e70a0d6c3fb49cd6cb5","bbc79bea1cd44ccca8af13c2fc757efe","d15c53da8af743e88f845af1e8dabdff","de219c7f597e4ec38a3440592bc8441a","de6428513353417aaa86a8de6192371e","fbf46ffeb5ed4ba0b81fc37db547e0c6"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_4ec47fa392bb34b80d4739cfb0c016fceeed89918161e3fac3bc0bde5c873f1c",13,"module_occupation_relationship","occupation x relationship",["occupation","relationship"],1,47,48,1,0,2,2,2,1,2,23,["02969caf95424b6eb6dec0ee8b9975b0","03a663f246af46b2b690a592b9c51d8e","29980d0ec6304593981fce2e1f6a5b7f","35f35da1765c41b186a525b4c6cdfa96","3924d3a3343142a38ef3caa900ea6d66","48c523566aea4ffab2d8010852ccf59b","4a8b01d813d448099768e86decf000ec","4f0cf95447bc45e5a0a62f468f67e4d6","6dbdcd29d6a74f77868cdc6813e5e7c1","6e27a63567a748b3a958139a20d3e137","70d8a626bcc844dd877dfa3f736020b7","70fa1d30cddd48948e0ce12af4a0ecc4","7eee76b0927c4fc5b51ba22e85199704","7f703537e6624e328bb6fcc50a43cdea","b84aaf4448a04a6eb450a23a8f7b7f1d","c0d136a30e514c97a0f96ddf8dd705ef","ca16d471921a42918f9264c513072132","cdba6ff73ab64c369c4d706f45bc4144","d13874bd7fa84d11b92c53bc18f722ae","d48ef3324f004f9c840a28125ac7f704","e4ac01936b2842509129b42e3ff4b9ac","f879827597c6480fba81a066c7932168","fa5946fa467c472990e5775e18d6e3fc"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_3b4ae933141b8f2f55eb696a195d529e0b1344839df143ed7715e540e07fafd8",14,"module_education_marital_45_status","education x marital_45_status",["education","marital_45_status"],1,51,52,1,0,2,2,2,1,2,25,["0941df1d2b2c4a33bcf9204e1beb67a7","119ebbf9e2be42ce9ac58cd4760d6bbb","1f86ba4798ee46708e81a223c3e6e69b","2a35f6246f144227bc71df4c932d9552","30687e4fd005467d9d5711936a7e2740","42c6bf495fd8468bb30bf7937c860b57","54b10600b271429ebac5f4f16a9bd101","57ef7dcfd0294249b972067e819343a6","59354f9241194e1bbbc0704a5df9832a","5f93311adfd147f9813aec410f8ec15c","62f9dd9baa4a4c36a4fe042decbf1c79","66d4710f87e2421b85ee355e13f2e594","7651750bbebc4f59b06743136eb8e908","8074bc22900a47e68d19efea66baac57","825f2c530aae4edda287d4e7c2877ec6","856f3b989e284455b9ff88d4cb30cec4","a26a3fa7cb0948ada40bef76678d3877","ad76cadd266545af8b035102104b3d7e","b4019f3de2da479db0ba544fddb377ab","b511555423bf4021a7e7e4bac893f6b0","ce9d60ec652443ffaa4c91cf1ccce112","cfb186ca987a4e79a919bcb106ad73f1","d93d90df4fb648be9303609907304851","e434c8027c9d4c35962d23a378935a3d","f98d150bd2564e44b1119cefbf239be5"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_b6f3351fee9d7682c2b76a2b7f37de91f6cd06bf32285cffb220d58dc5399668",15,"module_marital_45_status_occupation","marital_45_status x occupation",["marital_45_status","occupation"],1,49,50,1,0,2,2,2,1,2,24,["02969caf95424b6eb6dec0ee8b9975b0","29980d0ec6304593981fce2e1f6a5b7f","2a35f6246f144227bc71df4c932d9552","35f35da1765c41b186a525b4c6cdfa96","3924d3a3343142a38ef3caa900ea6d66","4a8b01d813d448099768e86decf000ec","4f0cf95447bc45e5a0a62f468f67e4d6","5f93311adfd147f9813aec410f8ec15c","6dbdcd29d6a74f77868cdc6813e5e7c1","70d8a626bcc844dd877dfa3f736020b7","70fa1d30cddd48948e0ce12af4a0ecc4","7f703537e6624e328bb6fcc50a43cdea","8074bc22900a47e68d19efea66baac57","a26a3fa7cb0948ada40bef76678d3877","b84aaf4448a04a6eb450a23a8f7b7f1d","ca16d471921a42918f9264c513072132","cdba6ff73ab64c369c4d706f45bc4144","cfb186ca987a4e79a919bcb106ad73f1","d13874bd7fa84d11b92c53bc18f722ae","d48ef3324f004f9c840a28125ac7f704","d93d90df4fb648be9303609907304851","e434c8027c9d4c35962d23a378935a3d","f879827597c6480fba81a066c7932168","f98d150bd2564e44b1119cefbf239be5"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_de38f0041deaea0e906dc02f9bbdacaf31c4426ba3dbe1d5b1474c719ce24204",16,"module_capital_45_gain_relationship","capital_45_gain x relationship",["capital_45_gain","relationship"],1,17,18,1,0,2,2,2,1,2,8,["03a663f246af46b2b690a592b9c51d8e","48c523566aea4ffab2d8010852ccf59b","6e27a63567a748b3a958139a20d3e137","7eee76b0927c4fc5b51ba22e85199704","c0d136a30e514c97a0f96ddf8dd705ef","d50bcf80db5c4aabbc2e46e0d2392b12","e4ac01936b2842509129b42e3ff4b9ac","fa5946fa467c472990e5775e18d6e3fc"],""],["2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533_ce211f54887c1b0b06416d57190c3c71a958e15d21c5b4394f21c965176aaa06",17,"module_educational_45_num_relationship","educational_45_num x relationship",["educational_45_num","relationship"],1,17,18,1,0,2,2,2,1,2,8,["03a663f246af46b2b690a592b9c51d8e","48c523566aea4ffab2d8010852ccf59b","6e27a63567a748b3a958139a20d3e137","7be739065834404cb9e5cc987d4a812e","7eee76b0927c4fc5b51ba22e85199704","c0d136a30e514c97a0f96ddf8dd705ef","e4ac01936b2842509129b42e3ff4b9ac","fa5946fa467c472990e5775e18d6e3fc"],""]],"foreign_keys": [],"labels": [],"types": [{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"}]},"partitions": {"columns": ["partition_id","partition_score"],"index": [0],"data": [["partition-1",0.123]],"foreign_keys": [],"labels": [],"types": [{"data_type": "STRING"},{"data_type": "NUMBER"}]},"bins": {"columns": ["dataset_id","input_feature","title","short_title","bin_id","low","high","low_inclusive","high_inclusive","is_categorical","category_value","category_index","bin_description","symbol","created_time","model_id"],"index": ["02969caf95424b6eb6dec0ee8b9975b0","03a663f246af46b2b690a592b9c51d8e","060a73b7932240be928cb38a26f56b64","0941df1d2b2c4a33bcf9204e1beb67a7","0bfdfcc5a6fa4beab45f444474fdff3b","119ebbf9e2be42ce9ac58cd4760d6bbb","17db1085b9944386b39f8b8b4e5b3a79","1a7c3220320c4562aafc6ccb8719a693","1cc99e23f5d54397b090435372391ce7","1cf738e45f81470b83a544687e9fd5b9","1f86ba4798ee46708e81a223c3e6e69b","29980d0ec6304593981fce2e1f6a5b7f","2a35f6246f144227bc71df4c932d9552","30687e4fd005467d9d5711936a7e2740","30fdf4f35aa14852b6ec69cf459acd47","31d41d7704fb46f5b745fd9e2346f9cf","32e855a8cb2547e28d9839deb327e87f","343e61466f574ad3aa2f63c521fea0c5","34940b204a75484db31e96b6c4cdc3b5","35f35da1765c41b186a525b4c6cdfa96","38c612268c064b32ae503d90feeecf1a","3924d3a3343142a38ef3caa900ea6d66","392c94069dcd4150ab95493ffc41048b","40af55e7f2304a6eba2f3407bfe7ff4f","419fd2d2303342598bda35b8a8643c59","42c6bf495fd8468bb30bf7937c860b57","48c523566aea4ffab2d8010852ccf59b","49c04dec99b54019949cb4daa757d6df","4a3b2d4c738f496fb8b8a6bb02c469a6","4a8b01d813d448099768e86decf000ec","4d78a4f178b94018a4d0e9225621ba3d","4f0cf95447bc45e5a0a62f468f67e4d6","5471b74d9927491f8a8a109075cdccaa","54b10600b271429ebac5f4f16a9bd101","56ef96ec4dff4f8e9d7b0cce2afec65f","57ef7dcfd0294249b972067e819343a6","59354f9241194e1bbbc0704a5df9832a","593d969735b34399aead6a0f2a8ea4e5","5f93311adfd147f9813aec410f8ec15c","62f9dd9baa4a4c36a4fe042decbf1c79","66d4710f87e2421b85ee355e13f2e594","67d18827cd3545f9ad7cd02c9c26ebaa","688d759623d14756813eb5f931b8f55b","69e970e583834252b45a03d55fb7fc26","6dbdcd29d6a74f77868cdc6813e5e7c1","6e27a63567a748b3a958139a20d3e137","6f58e2c42e0a4b2f98ae7dfa9e1ca1c1","702d11deef64422983d9f38c58da6f19","70d8a626bcc844dd877dfa3f736020b7","70fa1d30cddd48948e0ce12af4a0ecc4","710002a8bddb4d4cad9bf6a0ec1058f1","7477610815764bbab72b2d50e1d3ca05","7651750bbebc4f59b06743136eb8e908","76770c83d8d7401d840704780725b473","791ddae0c7024183927f8ec75b0fd44a","7be739065834404cb9e5cc987d4a812e","7eee76b0927c4fc5b51ba22e85199704","7f703537e6624e328bb6fcc50a43cdea","800f131a843c484187c9aa5e7951a635","8074bc22900a47e68d19efea66baac57","825f2c530aae4edda287d4e7c2877ec6","853ce75913fb4c2c9c250d36a31701eb","856f3b989e284455b9ff88d4cb30cec4","8729cd66a144435fb3cc35a5a7f7ff8c","9127f6651446424b98819825a90daead","9254a17eda1f47cfb445898e7ac34c3e","9733fdbc623348f7a74ab2f4d53d3ae0","9a69efa0f2d949f6b390da3bc507828d","9e623b7e93424f9ea34a88055936ef93","a26a3fa7cb0948ada40bef76678d3877","a359f87372be4ecda4165fe94993b15c","ad76cadd266545af8b035102104b3d7e","b004a48fc740489e88418c549098ffa3","b4019f3de2da479db0ba544fddb377ab","b511555423bf4021a7e7e4bac893f6b0","b51ac3337f994082a7acc5eb7dfd85c5","b68fee7191b840b68e97bb3c34ba6d99","b6fc12b9265448d2929013af226f62cd","b713ace46a354a4ebb40506583eb0203","b84aaf4448a04a6eb450a23a8f7b7f1d","b8fd6efd7dce4acaa4299a6d2049aba2","ba3996650e404e70a0d6c3fb49cd6cb5","bbc79bea1cd44ccca8af13c2fc757efe","c0d136a30e514c97a0f96ddf8dd705ef","c513a21976ca4959b7f745b7741d05d3","ca16d471921a42918f9264c513072132","cbf344fb068843fa8c47840d8045c06f","cda7e16317db4df1839662da75f1a328","cdba6ff73ab64c369c4d706f45bc4144","cdef970dd3364b3094d0b9f09ccfc667","ce9d60ec652443ffaa4c91cf1ccce112","cfb186ca987a4e79a919bcb106ad73f1","d13874bd7fa84d11b92c53bc18f722ae","d15c53da8af743e88f845af1e8dabdff","d1ef6a7a2c464bcd9b8b90528ace0185","d48ef3324f004f9c840a28125ac7f704","d50bcf80db5c4aabbc2e46e0d2392b12","d8530c0df6be46dd978cb6b4226ecb51","d93d90df4fb648be9303609907304851","d9b9dbf0036d4430ae95c8504782e5eb","de219c7f597e4ec38a3440592bc8441a","de6428513353417aaa86a8de6192371e","e434c8027c9d4c35962d23a378935a3d","e4ac01936b2842509129b42e3ff4b9ac","e90dcd67341b40f5b5b92b3a48b0b81b","e9bdf0129f7945cb8f05f81405ac37f3","f07ecdcac25e48cb88291cc6dfd330cd","f0d1dc1167f14914ae8b78637e4e2e5c","f5c6aab9996e4362a42e351e0d8e2dcc","f879827597c6480fba81a066c7932168","f98d150bd2564e44b1119cefbf239be5","fa02faf8539042b7a923262b964dfb20","fa5946fa467c472990e5775e18d6e3fc","fbb9204a1bad43e186cdbf6f978a048a","fbf46ffeb5ed4ba0b81fc37db547e0c6"],"data": [["daf6694d509448c9bedd8b624a08999f","occupation","","","02969caf95424b6eb6dec0ee8b9975b0","","","None","None",true,"Other-service",9,"occupation[Other-service]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 9], \"id\": \"c6d80576e47544de891bc06a3cf4d28f\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Other-service\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","relationship","","","03a663f246af46b2b690a592b9c51d8e","","","None","None",true,"Other-relative",3,"relationship[Other-relative]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"relationship\", 3], \"id\": \"409d6003f51744dfa2e288ecfad46b37\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Other-relative\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","060a73b7932240be928cb38a26f56b64","","","None","None",true,"__MASK__",0,"native_45_country[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 0], \"id\": \"0bca1c01143a4a9dab2142e180866467\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","0941df1d2b2c4a33bcf9204e1beb67a7","","","None","None",true,"7th-8th",6,"education[7th-8th]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 6], \"id\": \"b5bb76193037446ea4458773a919f5cf\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"7th-8th\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","0bfdfcc5a6fa4beab45f444474fdff3b","","","None","None",true,"India",20,"native_45_country[India]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 20], \"id\": \"c41f50e118124de5af129c0e2c0f9a88\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"India\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","119ebbf9e2be42ce9ac58cd4760d6bbb","","","None","None",true,"Assoc-acdm",8,"education[Assoc-acdm]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 8], \"id\": \"e226052eb4bf442fb1d9cbd5912dd443\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Assoc-acdm\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","gender","","","17db1085b9944386b39f8b8b4e5b3a79","","","None","None",true,"Female",1,"gender[Female]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"gender\", 1], \"id\": \"6a7029ae598e4770b528cc66eebb2214\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Female\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","race","","","1a7c3220320c4562aafc6ccb8719a693","","","None","None",true,"Other",4,"race[Other]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"race\", 4], \"id\": \"c5860e5b18f2401f9298fda32b40a64c\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Other\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","1cc99e23f5d54397b090435372391ce7","","","None","None",true,"Columbia",6,"native_45_country[Columbia]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 6], \"id\": \"56289cd8283449dc9dfdd810fe678b38\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Columbia\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","1cf738e45f81470b83a544687e9fd5b9","","","None","None",true,"Haiti",16,"native_45_country[Haiti]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 16], \"id\": \"acae68469cd140189c61c2b81ff4c21f\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Haiti\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","1f86ba4798ee46708e81a223c3e6e69b","","","None","None",true,"Prof-school",15,"education[Prof-school]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 15], \"id\": \"5caad02def5a4b3f8c63860398cdaeca\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Prof-school\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","29980d0ec6304593981fce2e1f6a5b7f","","","None","None",true,"Prof-specialty",11,"occupation[Prof-specialty]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 11], \"id\": \"074eff490d114d63ad0ae740c775e214\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Prof-specialty\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","2a35f6246f144227bc71df4c932d9552","","","None","None",true,"Separated",6,"marital_45_status[Separated]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 6], \"id\": \"59a454b479e54c9dbceec27467d83281\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Separated\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","30687e4fd005467d9d5711936a7e2740","","","None","None",true,"10th",1,"education[10th]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 1], \"id\": \"5492f50967ce4c26aa74724326615ecd\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"10th\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","race","","","30fdf4f35aa14852b6ec69cf459acd47","","","None","None",true,"__MASK__",0,"race[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"race\", 0], \"id\": \"4b89f6fe7e284cae9cbaf1892ad4ac9f\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","31d41d7704fb46f5b745fd9e2346f9cf","","","None","None",true,"Iran",21,"native_45_country[Iran]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 21], \"id\": \"e79531eef38842f5ae64838c0d103dc9\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Iran\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","32e855a8cb2547e28d9839deb327e87f","","","None","None",true,"United-States",40,"native_45_country[United-States]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 40], \"id\": \"065ba06240a143e5b913e15b215608d8\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"United-States\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","343e61466f574ad3aa2f63c521fea0c5","","","None","None",true,"Outlying-US(Guam-USVI-etc)",29,"native_45_country[Outlying-US(Guam-USVI-etc)]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 29], \"id\": \"4a8c56c04c6b491b8a0820521d902861\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Outlying-US(Guam-USVI-etc)\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","34940b204a75484db31e96b6c4cdc3b5","","","None","None",true,"Cuba",7,"native_45_country[Cuba]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 7], \"id\": \"3db83fb37827476d8fc8645289ae2068\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Cuba\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","35f35da1765c41b186a525b4c6cdfa96","","","None","None",true,"Craft-repair",4,"occupation[Craft-repair]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 4], \"id\": \"8ff11659d64a4728a5db9ef296f60d34\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Craft-repair\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","38c612268c064b32ae503d90feeecf1a","","","None","None",true,"Italy",23,"native_45_country[Italy]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 23], \"id\": \"6d420304bc0a41abae4f3a218dbf70f7\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Italy\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","3924d3a3343142a38ef3caa900ea6d66","","","None","None",true,"?",1,"occupation[?]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 1], \"id\": \"481b2deb76294003ac0ac798304c12eb\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"?\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","392c94069dcd4150ab95493ffc41048b","","","None","None",true,"Yugoslavia",42,"native_45_country[Yugoslavia]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 42], \"id\": \"9006a4d5d7ae4ec5a4075470fe328c7a\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Yugoslavia\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","40af55e7f2304a6eba2f3407bfe7ff4f","","","None","None",true,"Self-emp-inc",6,"workclass[Self-emp-inc]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 6], \"id\": \"c10625d503334648b4cb6e5e9c8b8a98\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Self-emp-inc\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","419fd2d2303342598bda35b8a8643c59","","","None","None",true,"Philippines",31,"native_45_country[Philippines]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 31], \"id\": \"ba6f3db063644d58bc5cb2e2c6e2f3ea\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Philippines\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","42c6bf495fd8468bb30bf7937c860b57","","","None","None",true,"Masters",13,"education[Masters]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 13], \"id\": \"0dc57e21a5e94777b1b349c473e59511\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Masters\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","relationship","","","48c523566aea4ffab2d8010852ccf59b","","","None","None",true,"Unmarried",5,"relationship[Unmarried]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"relationship\", 5], \"id\": \"5c06dc76d28b400db191d820dda1cc4b\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Unmarried\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","race","","","49c04dec99b54019949cb4daa757d6df","","","None","None",true,"Black",3,"race[Black]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"race\", 3], \"id\": \"4c3f3587ec634b43991b078354392993\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Black\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","4a3b2d4c738f496fb8b8a6bb02c469a6","","","None","None",true,"Self-emp-not-inc",7,"workclass[Self-emp-not-inc]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 7], \"id\": \"316860d8252b4071aa624561b037d425\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Self-emp-not-inc\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","4a8b01d813d448099768e86decf000ec","","","None","None",true,"Adm-clerical",2,"occupation[Adm-clerical]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 2], \"id\": \"01f094e3afe846c387527842b23c817a\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Adm-clerical\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","4d78a4f178b94018a4d0e9225621ba3d","","","None","None",true,"State-gov",8,"workclass[State-gov]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 8], \"id\": \"3a7ee5b189c045b49d03e60032a6e517\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"State-gov\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","4f0cf95447bc45e5a0a62f468f67e4d6","","","None","None",true,"Transport-moving",15,"occupation[Transport-moving]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 15], \"id\": \"a713d3b1b6af4f72bb8a0952505a836a\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Transport-moving\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","race","","","5471b74d9927491f8a8a109075cdccaa","","","None","None",true,"Amer-Indian-Eskimo",1,"race[Amer-Indian-Eskimo]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"race\", 1], \"id\": \"c83e9c9b0bee4bd587a29e8353b98dfe\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Amer-Indian-Eskimo\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","54b10600b271429ebac5f4f16a9bd101","","","None","None",true,"Some-college",16,"education[Some-college]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 16], \"id\": \"707fc9e7cf064f00bc2f564d36672963\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Some-college\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","56ef96ec4dff4f8e9d7b0cce2afec65f","","","None","None",true,"El-Salvador",10,"native_45_country[El-Salvador]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 10], \"id\": \"966c51b29a0c4ed190c11498be682e04\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"El-Salvador\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","57ef7dcfd0294249b972067e819343a6","","","None","None",true,"11th",2,"education[11th]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 2], \"id\": \"4262807d2adb4a93b46772b9d80e841a\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"11th\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","59354f9241194e1bbbc0704a5df9832a","","","None","None",true,"Assoc-voc",9,"education[Assoc-voc]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 9], \"id\": \"0f5463f8dfa745fc9223697d701cfbb4\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Assoc-voc\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","593d969735b34399aead6a0f2a8ea4e5","","","None","None",true,"Mexico",27,"native_45_country[Mexico]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 27], \"id\": \"0398f5a418b6408ab6ec18ed4ae5d317\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Mexico\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","5f93311adfd147f9813aec410f8ec15c","","","None","None",true,"Divorced",1,"marital_45_status[Divorced]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 1], \"id\": \"148e052469aa42e6b720cb423e2fd0fa\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Divorced\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","62f9dd9baa4a4c36a4fe042decbf1c79","","","None","None",true,"Preschool",14,"education[Preschool]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 14], \"id\": \"8f00aef222c2424d81dd42384aaa52bb\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Preschool\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","66d4710f87e2421b85ee355e13f2e594","","","None","None",true,"1st-4th",4,"education[1st-4th]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 4], \"id\": \"29b2107cf4384de6bb77d3070d5c9307\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"1st-4th\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","67d18827cd3545f9ad7cd02c9c26ebaa","","","None","None",true,"Poland",32,"native_45_country[Poland]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 32], \"id\": \"79b8be0a96dd41c38d0d45a412083796\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Poland\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","gender","","","688d759623d14756813eb5f931b8f55b","","","None","None",true,"Male",2,"gender[Male]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"gender\", 2], \"id\": \"95249a872c03471c9883d3f2ef92f149\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Male\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","69e970e583834252b45a03d55fb7fc26","","","None","None",true,"Ireland",22,"native_45_country[Ireland]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 22], \"id\": \"696a90af5a8043e1af1a90ae3696f8d5\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Ireland\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","6dbdcd29d6a74f77868cdc6813e5e7c1","","","None","None",true,"Protective-serv",12,"occupation[Protective-serv]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 12], \"id\": \"17dc7aeddcfa4dfa9339cae6ed88c992\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Protective-serv\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","relationship","","","6e27a63567a748b3a958139a20d3e137","","","None","None",true,"Husband",1,"relationship[Husband]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"relationship\", 1], \"id\": \"841ce53593354d2090ce6deb20316482\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Husband\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","6f58e2c42e0a4b2f98ae7dfa9e1ca1c1","","","None","None",true,"Germany",13,"native_45_country[Germany]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 13], \"id\": \"e4fd49f05023417b87383088e15880ec\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Germany\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","gender","","","702d11deef64422983d9f38c58da6f19","","","None","None",true,"__MASK__",0,"gender[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"gender\", 0], \"id\": \"036f426f195b4c198e6febd4d3b76534\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","70d8a626bcc844dd877dfa3f736020b7","","","None","None",true,"__MASK__",0,"occupation[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 0], \"id\": \"8745c3ac0b86474e8ee0272f4f313766\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","70fa1d30cddd48948e0ce12af4a0ecc4","","","None","None",true,"Machine-op-inspct",8,"occupation[Machine-op-inspct]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 8], \"id\": \"d399fc9498a84a5bae20ae3558fb1363\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Machine-op-inspct\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","710002a8bddb4d4cad9bf6a0ec1058f1","","","None","None",true,"__INFREQUENT__",1,"native_45_country[__INFREQUENT__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 1], \"id\": \"4e83d03071fb4d53be7328488de643c8\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__INFREQUENT__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","7477610815764bbab72b2d50e1d3ca05","","","None","None",true,"Laos",26,"native_45_country[Laos]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 26], \"id\": \"e9053af4f5b84a8e94286b1b64ac3075\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Laos\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","7651750bbebc4f59b06743136eb8e908","","","None","None",true,"__MASK__",0,"education[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 0], \"id\": \"10bab548402b43fa8a7965eefffe8976\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","age","","","76770c83d8d7401d840704780725b473","-INFINITY","INFINITY","False","False",false,"None","","age[>-inf, <inf]","{\"type_ref\": \"Symbols.FeatureSymbol\", \"*args\": [\"age\"], \"id\": \"16472cacc1c8486e9a87cc17f5e55071\", \"dataset_name\": \"2bcb9dc8-adult_income-root\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","791ddae0c7024183927f8ec75b0fd44a","","","None","None",true,"Greece",14,"native_45_country[Greece]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 14], \"id\": \"7ba9d299143e4e6cb26c61d36f0a5849\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Greece\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","educational_45_num","","","7be739065834404cb9e5cc987d4a812e","-INFINITY","INFINITY","False","False",false,"None","","educational_45_num[>-inf, <inf]","{\"type_ref\": \"Symbols.FeatureSymbol\", \"*args\": [\"educational_45_num\"], \"id\": \"b6bcfa3897c74f2693d3b5d91e32e926\", \"dataset_name\": \"2bcb9dc8-adult_income-root\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","relationship","","","7eee76b0927c4fc5b51ba22e85199704","","","None","None",true,"__MASK__",0,"relationship[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"relationship\", 0], \"id\": \"ceec4ac449b34768b14cca8a6ee8a91e\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","7f703537e6624e328bb6fcc50a43cdea","","","None","None",true,"Farming-fishing",6,"occupation[Farming-fishing]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 6], \"id\": \"8b3c377a15b6474eb95646ed070ca7a4\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Farming-fishing\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","800f131a843c484187c9aa5e7951a635","","","None","None",true,"Japan",25,"native_45_country[Japan]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 25], \"id\": \"138a237c6314432195394661585137c0\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Japan\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","8074bc22900a47e68d19efea66baac57","","","None","None",true,"Married-AF-spouse",2,"marital_45_status[Married-AF-spouse]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 2], \"id\": \"1404149cb85c405785b6a46eae93ede7\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Married-AF-spouse\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","825f2c530aae4edda287d4e7c2877ec6","","","None","None",true,"Doctorate",11,"education[Doctorate]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 11], \"id\": \"da61b0c799654c9b82e727f6a41fc3ec\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Doctorate\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","853ce75913fb4c2c9c250d36a31701eb","","","None","None",true,"Cambodia",3,"native_45_country[Cambodia]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 3], \"id\": \"8471cbb50c324e6682a4e0f44aac0427\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Cambodia\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","856f3b989e284455b9ff88d4cb30cec4","","","None","None",true,"9th",7,"education[9th]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 7], \"id\": \"6f015d2e1bb14a2ab69799bd75e41a37\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"9th\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","capital_45_loss","","","8729cd66a144435fb3cc35a5a7f7ff8c","-INFINITY","INFINITY","False","False",false,"None","","capital_45_loss[>-inf, <inf]","{\"type_ref\": \"Symbols.FeatureSymbol\", \"*args\": [\"capital_45_loss\"], \"id\": \"af43a761294a4a7780f075d31e4b896a\", \"dataset_name\": \"2bcb9dc8-adult_income-root\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","9127f6651446424b98819825a90daead","","","None","None",true,"Hungary",19,"native_45_country[Hungary]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 19], \"id\": \"885ecb2bc11f4b0db5dbc653ffda9405\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Hungary\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","9254a17eda1f47cfb445898e7ac34c3e","","","None","None",true,"Trinadad&Tobago",39,"native_45_country[Trinadad&Tobago]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 39], \"id\": \"5ace0e7f535942b7888657767bb5f023\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Trinadad&Tobago\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","9733fdbc623348f7a74ab2f4d53d3ae0","","","None","None",true,"Guatemala",15,"native_45_country[Guatemala]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 15], \"id\": \"64c54542d9e3487c9ea350915cf9e7c9\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Guatemala\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","9a69efa0f2d949f6b390da3bc507828d","","","None","None",true,"England",11,"native_45_country[England]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 11], \"id\": \"6815a3983f5d4ee48da35c34cacb0558\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"England\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","9e623b7e93424f9ea34a88055936ef93","","","None","None",true,"Private",5,"workclass[Private]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 5], \"id\": \"d6d471f961eb4233bb8c622c5c7f20d4\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Private\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","a26a3fa7cb0948ada40bef76678d3877","","","None","None",true,"Married-civ-spouse",3,"marital_45_status[Married-civ-spouse]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 3], \"id\": \"3ff6fc94be694eae95b2cbb12d39dca7\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Married-civ-spouse\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","race","","","a359f87372be4ecda4165fe94993b15c","","","None","None",true,"Asian-Pac-Islander",2,"race[Asian-Pac-Islander]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"race\", 2], \"id\": \"b812563ce59d47e7adf1d4276f5f7e32\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Asian-Pac-Islander\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","ad76cadd266545af8b035102104b3d7e","","","None","None",true,"Bachelors",10,"education[Bachelors]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 10], \"id\": \"487a9327297f4fbc823ff5094b8f511f\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Bachelors\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","b004a48fc740489e88418c549098ffa3","","","None","None",true,"Portugal",33,"native_45_country[Portugal]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 33], \"id\": \"4f4b27a4212e4a4bb974f25950929805\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Portugal\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","b4019f3de2da479db0ba544fddb377ab","","","None","None",true,"HS-grad",12,"education[HS-grad]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 12], \"id\": \"c644dbc01f194a7fa6c215b3d2d6b981\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"HS-grad\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","b511555423bf4021a7e7e4bac893f6b0","","","None","None",true,"5th-6th",5,"education[5th-6th]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 5], \"id\": \"977274871271496e862e43d2f84b34e0\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"5th-6th\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","b51ac3337f994082a7acc5eb7dfd85c5","","","None","None",true,"?",2,"native_45_country[?]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 2], \"id\": \"cf9248898dd74b2cb1d536133379a8a7\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"?\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","b68fee7191b840b68e97bb3c34ba6d99","","","None","None",true,"Honduras",17,"native_45_country[Honduras]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 17], \"id\": \"1afd0847a62a42baaa404ab4d87888ab\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Honduras\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","b6fc12b9265448d2929013af226f62cd","","","None","None",true,"China",5,"native_45_country[China]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 5], \"id\": \"219ec880d6d740fe8ae0bb1fccdb4805\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"China\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","b713ace46a354a4ebb40506583eb0203","","","None","None",true,"Jamaica",24,"native_45_country[Jamaica]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 24], \"id\": \"7491b069df4341adb17ea94229c5b694\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Jamaica\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","b84aaf4448a04a6eb450a23a8f7b7f1d","","","None","None",true,"Exec-managerial",5,"occupation[Exec-managerial]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 5], \"id\": \"dfbfe27b82684d0786bbd4e592aaca4c\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Exec-managerial\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","b8fd6efd7dce4acaa4299a6d2049aba2","","","None","None",true,"Puerto-Rico",34,"native_45_country[Puerto-Rico]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 34], \"id\": \"170d3eb3010b444786cda1ff366bd0be\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Puerto-Rico\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","ba3996650e404e70a0d6c3fb49cd6cb5","","","None","None",true,"__MASK__",0,"workclass[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 0], \"id\": \"84ec818f7581416cb2ed042f3967e8c7\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","bbc79bea1cd44ccca8af13c2fc757efe","","","None","None",true,"Never-worked",4,"workclass[Never-worked]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 4], \"id\": \"f12d1d0bf1d245ed94da637149728099\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Never-worked\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","relationship","","","c0d136a30e514c97a0f96ddf8dd705ef","","","None","None",true,"Wife",6,"relationship[Wife]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"relationship\", 6], \"id\": \"0448f0efd5d64d0bbf08dc20386748ca\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Wife\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","c513a21976ca4959b7f745b7741d05d3","","","None","None",true,"Vietnam",41,"native_45_country[Vietnam]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 41], \"id\": \"57fbbcea6a2a4226aa14d1f8beac71ac\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Vietnam\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","ca16d471921a42918f9264c513072132","","","None","None",true,"Sales",13,"occupation[Sales]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 13], \"id\": \"08230191208d466d94e377ef15694869\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Sales\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","cbf344fb068843fa8c47840d8045c06f","","","None","None",true,"Dominican-Republic",8,"native_45_country[Dominican-Republic]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 8], \"id\": \"0fe6576761b841c0ac3976a6b4e4c93e\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Dominican-Republic\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","race","","","cda7e16317db4df1839662da75f1a328","","","None","None",true,"White",5,"race[White]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"race\", 5], \"id\": \"6f4849af9a2648538c49b6d5cddd34cc\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"White\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","cdba6ff73ab64c369c4d706f45bc4144","","","None","None",true,"Priv-house-serv",10,"occupation[Priv-house-serv]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 10], \"id\": \"9519e388fbc14340a9ab0e926dc9cb03\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Priv-house-serv\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","cdef970dd3364b3094d0b9f09ccfc667","","","None","None",true,"Taiwan",37,"native_45_country[Taiwan]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 37], \"id\": \"d090befec5c24ac69bd3dbca0628fe3b\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Taiwan\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","education","","","ce9d60ec652443ffaa4c91cf1ccce112","","","None","None",true,"12th",3,"education[12th]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"education\", 3], \"id\": \"9fafb7451243490fafe1e3cb8a114ecc\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"12th\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","cfb186ca987a4e79a919bcb106ad73f1","","","None","None",true,"__MASK__",0,"marital_45_status[__MASK__]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 0], \"id\": \"fe8735d2bd0a4fddb11d45a93919682c\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"__MASK__\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","d13874bd7fa84d11b92c53bc18f722ae","","","None","None",true,"Armed-Forces",3,"occupation[Armed-Forces]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 3], \"id\": \"0f5ff0d13ce84b6b8017295fdb53d70b\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Armed-Forces\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","d15c53da8af743e88f845af1e8dabdff","","","None","None",true,"Local-gov",3,"workclass[Local-gov]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 3], \"id\": \"0762cc30d9e74831b84f9dc9110dfcfa\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Local-gov\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","d1ef6a7a2c464bcd9b8b90528ace0185","","","None","None",true,"Ecuador",9,"native_45_country[Ecuador]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 9], \"id\": \"66a7fa9b0aff405ea9b93f5481744a66\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Ecuador\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","d48ef3324f004f9c840a28125ac7f704","","","None","None",true,"Tech-support",14,"occupation[Tech-support]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 14], \"id\": \"403084ad4dbe464eb3347e21649efd6d\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Tech-support\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","capital_45_gain","","","d50bcf80db5c4aabbc2e46e0d2392b12","-INFINITY","INFINITY","False","False",false,"None","","capital_45_gain[>-inf, <inf]","{\"type_ref\": \"Symbols.FeatureSymbol\", \"*args\": [\"capital_45_gain\"], \"id\": \"6568e48f825b4f0380da2ab2a701e75c\", \"dataset_name\": \"2bcb9dc8-adult_income-root\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","d8530c0df6be46dd978cb6b4226ecb51","","","None","None",true,"Scotland",35,"native_45_country[Scotland]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 35], \"id\": \"2aef23ec6b63475da875cf03d4b5f1ed\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Scotland\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","d93d90df4fb648be9303609907304851","","","None","None",true,"Never-married",5,"marital_45_status[Never-married]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 5], \"id\": \"2ecf55a9e5ec43758b9d9aba628b6098\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Never-married\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","d9b9dbf0036d4430ae95c8504782e5eb","","","None","None",true,"Canada",4,"native_45_country[Canada]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 4], \"id\": \"a3c6c9f70d48413bbfbef57b6093a24a\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Canada\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","de219c7f597e4ec38a3440592bc8441a","","","None","None",true,"?",1,"workclass[?]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 1], \"id\": \"695aa38cc58d4219aeeec33573e2fa15\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"?\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","de6428513353417aaa86a8de6192371e","","","None","None",true,"Without-pay",9,"workclass[Without-pay]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 9], \"id\": \"7b18f33886c84400800800e47fdf4a13\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Without-pay\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","e434c8027c9d4c35962d23a378935a3d","","","None","None",true,"Married-spouse-absent",4,"marital_45_status[Married-spouse-absent]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 4], \"id\": \"c6a61f195417494c86aa8d835a977950\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Married-spouse-absent\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","relationship","","","e4ac01936b2842509129b42e3ff4b9ac","","","None","None",true,"Own-child",4,"relationship[Own-child]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"relationship\", 4], \"id\": \"66dc456dffd141e4a28e69ae5b0ac8a5\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Own-child\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","e90dcd67341b40f5b5b92b3a48b0b81b","","","None","None",true,"Peru",30,"native_45_country[Peru]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 30], \"id\": \"2f27c4d07aad4929a334e1b7889a0e94\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Peru\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","e9bdf0129f7945cb8f05f81405ac37f3","","","None","None",true,"Thailand",38,"native_45_country[Thailand]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 38], \"id\": \"f867577fbafe43ddb7648dd901470324\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Thailand\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","f07ecdcac25e48cb88291cc6dfd330cd","","","None","None",true,"South",36,"native_45_country[South]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 36], \"id\": \"3df885ffc06c45429803ddd8c22bb777\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"South\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","f0d1dc1167f14914ae8b78637e4e2e5c","","","None","None",true,"Nicaragua",28,"native_45_country[Nicaragua]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 28], \"id\": \"ee8527244ba6458ca3078fbb217f97a4\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Nicaragua\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","f5c6aab9996e4362a42e351e0d8e2dcc","","","None","None",true,"Hong",18,"native_45_country[Hong]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 18], \"id\": \"771387752473460c98b92dc3934dc506\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Hong\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","occupation","","","f879827597c6480fba81a066c7932168","","","None","None",true,"Handlers-cleaners",7,"occupation[Handlers-cleaners]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"occupation\", 7], \"id\": \"3debf3f930784d4b91cf4cadbd4428d0\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Handlers-cleaners\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","marital_45_status","","","f98d150bd2564e44b1119cefbf239be5","","","None","None",true,"Widowed",7,"marital_45_status[Widowed]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"marital_45_status\", 7], \"id\": \"ae0ac88d672745979e8eaa57f00522cb\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Widowed\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","native_45_country","","","fa02faf8539042b7a923262b964dfb20","","","None","None",true,"France",12,"native_45_country[France]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"native_45_country\", 12], \"id\": \"35d1ff541f744f7a86d4d63b795833ff\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"France\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","relationship","","","fa5946fa467c472990e5775e18d6e3fc","","","None","None",true,"Not-in-family",2,"relationship[Not-in-family]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"relationship\", 2], \"id\": \"08274dbe11094692ae070e3e16be435b\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Not-in-family\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","hours_45_per_45_week","","","fbb9204a1bad43e186cdbf6f978a048a","-INFINITY","INFINITY","False","False",false,"None","","hours_45_per_45_week[>-inf, <inf]","{\"type_ref\": \"Symbols.FeatureSymbol\", \"*args\": [\"hours_45_per_45_week\"], \"id\": \"5a9e97880c654e40ab1d112d12bc1e7f\", \"dataset_name\": \"2bcb9dc8-adult_income-root\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"],["daf6694d509448c9bedd8b624a08999f","workclass","","","fbf46ffeb5ed4ba0b81fc37db547e0c6","","","None","None",true,"Federal-gov",2,"workclass[Federal-gov]","{\"type_ref\": \"Symbols.CategorySymbol\", \"*args\": [\"workclass\", 2], \"id\": \"d4edab46831449b19d11373b59ea5416\", \"dataset_name\": \"2bcb9dc8-adult_income-root\", \"index_name\": \"Federal-gov\", \"encoding\": \"ONE_HOT_ENCODING\"}",1769708,"2bcb9dc8-adult_income-root_ae51ef149e564e44aea29d4289015533"]],"foreign_keys": [],"labels": [],"types": [{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"},{"data_type": "STRING"}]}},"views_version": {"major_version": 0,"minor_version": 5,"patch_version": 0,"build_version": "dev76"}}]}
The request only needs view_type set to MODEL_STRUCTURE.
Output
The response follows the shared Response structure format.
The Structure view returns multiple named dataframes inside view_data.
| Dataframe | Description |
|---|---|
summary | High-level model metadata, including model identifiers, features, targets, module counts, partition counts, interaction limits, bin counts, training parameters, and sparsity information. |
feature_groups | Feature group definitions, when feature groups are available for the model. |
modules | One row per module, including module identifiers, module features, interaction degree, partition counts, parameter counts, rule counts, and associated bins. |
partitions | One row per partition or rule, including the module relationship, rule identifier, condition expression, THEN expressions, partition indexes, output count, and associated bin identifiers. |
bins | Bin definitions used by the model, including the input feature, bin identifier, range bounds for continuous bins, category values for categorical bins, and bin descriptions. |
Some fields may be empty depending on the model, schema metadata, and training configuration.
Interpret the result
The Structure view is easiest to read from the top down: start with the model summary, inspect the modules, then trace modules into partitions and bins.
Start with the model summary
Use summary to understand the overall size and shape of the model.
The most useful fields are features, targets, n_modules, n_partitions, n_model_bins, max_interaction_degree, and run_params. These tell you what the model was trained to predict, which inputs it uses, and how complex the resulting structure is.
A high number of modules, partitions, or bins usually means the model has learned more structure from the data. That may be useful, but it can also make review and explanation workflows more involved.
Inspect modules
Use modules to see how the model is organised.
A module can represent a single feature or an interaction between features. Check module_features and interaction_degree to understand what each module captures. Then use n_partitions, n_parameters, n_rules, and n_bins to estimate how much structure each module contains.
This is often the best place to start when you want to understand which feature groups or interactions are most structurally important in the model.
Trace modules to partitions
Use module_id to connect rows in modules with rows in partitions.
Partitions describe the rules inside a module. Use condition_expr_string, then_expr_strings, module_partition_index, and global_partition_index to understand when a rule applies and what expression it contributes.
The condition expression describes the part of the input space where the partition applies. The THEN expression describes the contribution made when that partition is active.
Read bin definitions
Use bin_ids from partitions to find the corresponding rows in bins.
Bins describe the feature ranges or categories used by rules. Continuous bins use low, high, low_inclusive, and high_inclusive. Categorical bins use category_value and category_index.
Reading bins together with partitions helps explain how raw feature values map into the rules learned by the model.
Use the structure before explaining predictions
The Structure view describes the model artefact. It does not explain a specific prediction.
After you understand the model structure, use deployed model views to inspect how that structure behaves for inference requests, feature attribution, module attribution, diagnostics, and evaluation.
Field reference
The Structure view returns dataframes, so individual columns are not documented as standalone API schema properties. This section describes the main columns returned in each dataframe.
summary
The summary dataframe contains one row with high-level information about the model.
| Field | Description |
|---|---|
model_id | Unique ID of the model. |
model_name | Model name. |
model_title | Optional descriptive title for the model. |
model_created | Timestamp when the model was created. |
model_last_trained | Timestamp of the latest training run for the model. |
model_uvc | Unique Verification Code for the model, when available. |
model_intercept | Intercept value used by the model. |
has_personal_individual_data | Indicates whether the model metadata records personal or individual data. |
has_reuse_restrictions | Indicates whether the model metadata records reuse restrictions. |
model_doi | DOI or persistent identifier for the model, when available. |
model_copyright | Copyright information for the model, when available. |
n_input_features | Number of input features used by the model. |
n_transformed_features | Number of transformed features used internally by the model. |
n_output_targets | Number of output targets predicted by the model. |
features | List of input feature names. |
targets | List of output target names. |
n_modules | Number of modules in the model. |
n_partitions | Total number of partitions across the model. |
max_interaction_degree | Highest interaction degree allowed or observed in the model. |
model_interaction_count | Total number of feature interactions in the model. |
max_width | Maximum module width. |
max_depth | Maximum module depth. |
n_categorical_features | Number of categorical input features. |
n_model_bins | Total number of bins used by the model. |
run_params | Training parameters used to create the model. |
is_sparse | Whether the model is sparse. |
module_names | List of module names in the model. |
n_feature_groups | Number of feature groups associated with the model. |
feature_groups
The feature_groups dataframe lists feature groups when feature groups are available for the model.
| Field | Description |
|---|---|
feature | Name of the feature group. |
values | Features included in the feature group. |
Feature group data may be empty when the model does not include feature groups.
modules
The modules dataframe contains one row per module.
| Field | Description |
|---|---|
module_id | Unique ID of the module. |
module_index | Index of the module within the model. |
module_stable_label | Stable label for the module, when available. |
module_name | Module name. |
module_features | Input features used by the module. |
n_partitions | Number of partitions in the module. |
n_parameters | Number of parameters in the module. |
n_nonzero_parameters | Number of non-zero parameters in the module. |
n_rules | Number of rules in the module. |
module_depth | Maximum depth of the module. |
n_module_features | Number of features used by the module. |
feature_count | Count of features used by the module, when available. |
interaction_degree | Degree of feature interaction represented by the module. |
max_polynomial_degree | Highest polynomial degree used in the module expressions. |
interaction_count | Number of interactions in the module. |
n_bins | Number of bins associated with the module. |
bins | List of bin IDs associated with the module. |
partition_exemplars | Exemplar partition IDs, when available. |
partitions
The partitions dataframe contains one row per partition or rule.
| Field | Description |
|---|---|
dataset_id | ID of the dataset used to train the model. |
module_id | ID of the module that contains the partition. |
module_index | Index of the module that contains the partition. |
rule_id | Unique ID of the rule. |
group | Feature group or symbolic grouping used by the partition, when available. |
transformed_features | Features or transformed features used in the rule’s THEN expression. |
coefficients | Coefficients for the transformed features in the THEN expression. |
intercept | Intercept of the THEN expression. |
module_partition_index | Index of the partition within its module. |
global_partition_index | Index of the partition across the whole model. |
condition_expr_string | Condition expression for the rule as a string. |
then_expr_strings | THEN expressions for the rule as strings. There may be one expression per output target. |
condition_expr_object | Structured representation of the condition expression. |
then_expr_objects | Structured representation of the THEN expressions. |
bin_ids | IDs of the bins used by the rule. |
n_outputs | Number of outputs produced by the rule. |
condition_expr_friendly | Human-friendly condition expression, when available. |
condition_expr_json | JSON representation of the condition expression, when available. |
created_time | Timestamp when the partition was created. |
model_id | ID of the model that contains the partition. |
bins
The bins dataframe contains one row per bin used by the model.
| Field | Description |
|---|---|
dataset_id | ID of the dataset used to train the model. |
input_feature | Input feature associated with the bin. |
title | Human-readable bin title, when available. |
short_title | Short bin title, when available. |
bin_id | Unique ID of the bin. |
low | Lower bound for a continuous bin. |
high | Upper bound for a continuous bin. |
low_inclusive | Whether the lower bound is included in the bin interval. |
high_inclusive | Whether the upper bound is included in the bin interval. |
is_categorical | Whether the bin is for a categorical feature. |
category_value | Category value used by the bin, for categorical bins. |
category_index | Index of the category value, for categorical bins. |
bin_description | Human-readable description of the bin. |
symbol | Symbolic representation of the bin, when available. |
created_time | Timestamp when the bin was created. |
model_id | ID of the model that contains the bin. |