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{
  "version": "1.0.0",
  "cells": [
    {
      "type": "cs",
      "input": "assist"
    },
    {
      "type": "cs",
      "input": "importFiles"
    },
    {
      "type": "cs",
      "input": "importFiles [ \"../smalldata/airlines/allyears2k_headers.zip\" ]"
    },
    {
      "type": "cs",
      "input": "setupParse paths: [ \"../smalldata/airlines/allyears2k_headers.zip\" ]"
    },
    {
      "type": "cs",
      "input": "parseFiles\n  paths: [\"../smalldata/airlines/allyears2k_headers.zip\"]\n  destination_frame: \"allyears2k_headers.hex\"\n  parse_type: \"CSV\"\n  separator: 44\n  number_columns: 31\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\"]\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_headers.hex\""
    },
    {
      "type": "cs",
      "input": "assist buildModel, null, training_frame: \"allyears2k_headers.hex\""
    },
    {
      "type": "cs",
      "input": "buildModel 'glm', {\"model_id\":\"glm-59aeb2e7-e1e7-46f7-97fc-9b6ceb82b191\",\"training_frame\":\"allyears2k_headers.hex\",\"ignored_columns\":[],\"ignore_const_cols\":true,\"response_column\":\"IsDepDelayed\",\"family\":\"gaussian\",\"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}"
    }
  ]
}