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www.flow.packs.test-medium.glm_airline_allyears2k.flow Maven / Gradle / Ivy
{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles [ \"../smalldata/airlines/allyears2k.zip\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/airlines/allyears2k.zip\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/airlines/allyears2k.zip\"]\n destination_frame: \"allyears2k.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 31\n single_quotes: false\n column_types: [\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Numeric\",\"Enum\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Enum\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Enum\"]\n delete_on_done: true\n check_header: -1\n chunk_size: 262144"
},
{
"type": "cs",
"input": "getFrameSummary \"allyears2k.hex\""
},
{
"type": "cs",
"input": "assist buildModel, null, training_frame: \"allyears2k.hex\""
},
{
"type": "cs",
"input": "buildModel 'glm', {\"model_id\":\"glm-d8549b41-4c04-4ece-8c69-ce75341d7a90\",\"training_frame\":\"allyears2k.hex\",\"ignored_columns\":[\"C5\",\"C7\",\"C12\",\"C14\",\"C15\",\"C16\",\"C20\",\"C21\",\"C23\",\"C25\",\"C26\",\"C27\",\"C28\",\"C29\"],\"ignore_const_cols\":true,\"response_column\":\"C19\",\"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-d8549b41-4c04-4ece-8c69-ce75341d7a90\""
}
]
}
