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{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles [ \"../smalldata/pca_test/fgl_tr.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/pca_test/fgl_tr.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/pca_test/fgl_tr.csv\"]\n destination_frame: \"fgl_tr2.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 10\n single_quotes: false\n column_names: [\"RI\",\"Na\",\"Mg\",\"Al\",\"Si\",\"K\",\"Ca\",\"Ba\",\"Fe\",\"type\"]\n column_types: [\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 4194304"
},
{
"type": "cs",
"input": "getFrameSummary \"fgl_tr2.hex\""
},
{
"type": "cs",
"input": "assist splitFrame, \"fgl_tr2.hex\""
},
{
"type": "cs",
"input": "splitFrame \"fgl_tr2.hex\", [0.2], [\"fgl_tr_test.hex_0.20\",\"fgl_tr_train.hex_0.80\"], 123456"
},
{
"type": "cs",
"input": "buildModel \"glm\""
},
{
"type": "cs",
"input": "buildModel 'glm', {\"model_id\":\"glm-24755d09-e952-4720-a32d-311780f4bfa1\",\"training_frame\":\"fgl_tr_train.hex_0.80\",\"validation_frame\":\"fgl_tr_test.hex_0.20\",\"ignored_columns\":[],\"ignore_const_cols\":true,\"response_column\":\"type\",\"family\":\"gaussian\",\"solver\":\"IRLSM\",\"alpha\":[],\"lambda\":[],\"lambda_search\":false,\"standardize\":true,\"non_negative\":false,\"score_each_iteration\":false,\"max_iterations\":-1,\"link\":\"family_default\",\"max_confusion_matrix_size\":20,\"intercept\":true,\"objective_epsilon\":0.00001,\"beta_epsilon\":0.0001,\"gradient_epsilon\":0.0001,\"prior\":-1,\"max_active_predictors\":-1}"
},
{
"type": "cs",
"input": "getModel \"glm-24755d09-e952-4720-a32d-311780f4bfa1\""
},
{
"type": "cs",
"input": "predict model: \"glm-24755d09-e952-4720-a32d-311780f4bfa1\""
},
{
"type": "cs",
"input": "predict model: \"glm-24755d09-e952-4720-a32d-311780f4bfa1\", frame: \"fgl_tr_test.hex_0.20\", predictions_frame: \"prediction-5d63f941-2075-4257-9762-2b7d015b9977\""
}
]
}