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{
  "version": "1.0.0",
  "cells": [
        {
      "type": "cs",
      "input": "importFiles [ \"../smalldata/iris/iris2.csv\" ]"
    },
    {
      "type": "cs",
      "input": "setupParse paths: [ \"../smalldata/iris/iris2.csv\" ]"
    },
    {
      "type": "cs",
      "input": "parseFiles\n  paths: [\"../smalldata/iris/iris2.csv\"]\n  destination_frame: \"iris2.hex\"\n  parse_type: \"CSV\"\n  separator: 44\n  number_columns: 5\n  single_quotes: false\n  column_names: [\"Sepal.Length\",\"Sepal.Width\",\"Petal.Length\",\"Petal.Width\",\"response\"]\n  column_types: [\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\"]\n  delete_on_done: true\n  check_header: 1\n  chunk_size: 4194304"
    },
    {
      "type": "cs",
      "input": "getFrameSummary \"iris2.hex\""
    },
    {
      "type": "cs",
      "input": "assist splitFrame, \"iris2.hex\""
    },
    {
      "type": "cs",
      "input": "splitFrame \"iris2.hex\", [0.25], [\"frame_test\",\"iris2_train\"], 123456"
    },
    {
      "type": "cs",
      "input": "buildModel \"glm\""
    },
    {
      "type": "cs",
      "input": "buildModel 'glm', {\"model_id\":\"glm-16a50ed7-8882-4341-aadb-ebdeb3a1aefe\",\"training_frame\":\"iris2_train\",\"validation_frame\":\"frame_test\",\"ignore_const_cols\":true,\"response_column\":\"Sepal.Length\",\"family\":\"gaussian\",\"solver\":\"IRLSM\",\"alpha\":[0.3],\"lambda\":[0.002],\"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-16a50ed7-8882-4341-aadb-ebdeb3a1aefe\""
    },
    {
      "type": "cs",
      "input": "inspect getModel \"glm-16a50ed7-8882-4341-aadb-ebdeb3a1aefe\""
    },
    {
      "type": "cs",
      "input": "inspect \"output - Coefficients\", getModel \"glm-16a50ed7-8882-4341-aadb-ebdeb3a1aefe\""
    },
    {
      "type": "cs",
      "input": "predict model: \"glm-16a50ed7-8882-4341-aadb-ebdeb3a1aefe\""
    }
  ]
}