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{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles [ \"../smalldata/glm_test/abcd.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/glm_test/abcd.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/glm_test/abcd.csv\"]\n destination_frame: \"abcd.hex\"\n parse_type: \"CSV\"\n separator: 32\n number_columns: 6\n single_quotes: false\n column_names: [\"A\",\"B\",\"C\",\"D\",\"E\",\"F\"]\n column_types: [\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 4194304"
},
{
"type": "cs",
"input": "getFrameSummary \"abcd.hex\""
},
{
"type": "cs",
"input": "assist buildModel, null, training_frame: \"abcd.hex\""
},
{
"type": "cs",
"input": "buildModel 'glm', {\"model_id\":\"glm-3fafba10-5a7d-4eea-8fca-0cf059ba3e1d\",\"training_frame\":\"abcd.hex\",\"ignored_columns\":[],\"ignore_const_cols\":true,\"response_column\":\"A\",\"family\":\"gaussian\",\"solver\":\"IRLSM\",\"alpha\":[],\"lambda\":[],\"lambda_search\":false,\"standardize\":true,\"non_negative\":false,\"score_each_iteration\":false,\"max_iterations\":-1,\"link\":\"family_default\",\"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-3fafba10-5a7d-4eea-8fca-0cf059ba3e1d\""
},
{
"type": "cs",
"input": "predict model: \"glm-3fafba10-5a7d-4eea-8fca-0cf059ba3e1d\""
},
{
"type": "cs",
"input": "predict model: \"glm-3fafba10-5a7d-4eea-8fca-0cf059ba3e1d\", frame: \"abcd.hex\", predictions_frame: \"prediction-564a92d3-e9cc-497d-b44e-05439ce59acf\""
}
]
}