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{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles [ \"../smalldata/junit/cars.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/junit/cars.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/junit/cars.csv\"]\n destination_frame: \"cars2.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 8\n single_quotes: false\n column_names: [\"name\",\"economy (mpg)\",\"cylinders\",\"displacement (cc)\",\"power (hp)\",\"weight (lb)\",\"0-60 mph (s)\",\"year\"]\n column_types: [\"Enum\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 4194304"
},
{
"type": "cs",
"input": "getFrameSummary \"cars2.hex\""
},
{
"type": "cs",
"input": "assist splitFrame, \"cars2.hex\""
},
{
"type": "cs",
"input": "splitFrame \"cars2.hex\", [0.3], [\"cars_test.hex_0.30\",\"cars_train.hex_0.70\"], 123456"
},
{
"type": "cs",
"input": "buildModel \"glm\""
},
{
"type": "cs",
"input": "buildModel 'glm', {\"model_id\":\"glm-04058b0e-67e3-4ddd-bec6-9327a8cb43c4\",\"training_frame\":\"cars_train.hex_0.70\",\"validation_frame\":\"cars_test.hex_0.30\",\"ignored_columns\":[],\"ignore_const_cols\":true,\"response_column\":\"economy (mpg)\",\"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-04058b0e-67e3-4ddd-bec6-9327a8cb43c4\""
},
{
"type": "cs",
"input": "predict model: \"glm-04058b0e-67e3-4ddd-bec6-9327a8cb43c4\""
},
{
"type": "cs",
"input": "predict model: \"glm-04058b0e-67e3-4ddd-bec6-9327a8cb43c4\", frame: \"cars_test.hex_0.30\", predictions_frame: \"prediction-21f389e0-e078-4a9c-80f0-ee8a8baf49de\""
}
]
}