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www.flow.packs.test-medium.glm_airline_uuid_airline.flow Maven / Gradle / Ivy
{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles [ \"../smalldata/airlines/uuid_airline.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/airlines/uuid_airline.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/airlines/uuid_airline.csv\"]\n destination_frame: \"uuid_airline3.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 32\n single_quotes: false\n column_names: [\"Year\",\"Month\",\"DayofMonth\",\"DayOfWeek\",\"DepTime\",\"CRSDepTime\",\"ArrTime\",\"CRSArrTime\",\"UniqueCarrier\",\"FlightNum\",\"TailNum\",\"ActualElapsedTime\",\"CRSElapsedTime\",\"AirTime\",\"ArrDelay\",\"DepDelay\",\"Origin\",\"Dest\",\"Distance\",\"TaxiIn\",\"TaxiOut\",\"Cancelled\",\"CancellationCode\",\"Diverted\",\"CarrierDelay\",\"WeatherDelay\",\"NASDelay\",\"SecurityDelay\",\"LateAircraftDelay\",\"IsArrDelayed\",\"IsDepDelayed\",\"uuid\"]\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\",\"UUID\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 4194304"
},
{
"type": "cs",
"input": "getFrameSummary \"uuid_airline3.hex\""
},
{
"type": "cs",
"input": "assist buildModel, null, training_frame: \"uuid_airline3.hex\""
},
{
"type": "cs",
"input": "buildModel 'glm', {\"model_id\":\"glm-c1a59d3c-fc74-43fc-a65a-37182adb2ada\",\"training_frame\":\"uuid_airline3.hex\",\"ignored_columns\":[],\"ignore_const_cols\":true,\"response_column\":\"IsDepDelayed\",\"family\":\"binomial\",\"solver\":\"IRLSM\",\"alpha\":[],\"lambda\":[],\"lambda_search\":false,\"standardize\":false,\"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-c1a59d3c-fc74-43fc-a65a-37182adb2ada\""
}
]
}
