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{
  "version": "1.0.0",
  "cells": [
    {
      "type": "cs",
      "input": "importFiles"
    },
    {
      "type": "cs",
      "input": "importFiles [ \"../smalldata/iris/iris.csv\" ]"
    },
    {
      "type": "cs",
      "input": "setupParse paths: [ \"../smalldata/iris/iris.csv\" ]"
    },
    {
      "type": "cs",
      "input": "parseFiles\n  paths: [\"../smalldata/iris/iris.csv\"]\n  destination_frame: \"iris.hex\"\n  parse_type: \"CSV\"\n  separator: 44\n  number_columns: 5\n  single_quotes: false\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 \"iris.hex\""
    },
    {
      "type": "cs",
      "input": "assist buildModel, null, training_frame: \"iris.hex\""
    },
    {
      "type": "cs",
      "input": "buildModel 'gbm', {\"model_id\":\"gbm-2b9aec02-ed52-4ed9-a760-d5a7f5a6112d\",\"training_frame\":\"iris.hex\",\"ignore_const_cols\":true,\"response_column\":\"C5\",\"ntrees\":50,\"max_depth\":5,\"min_rows\":10,\"nbins\":20,\"nbins_cats\":1024,\"seed\":-8676746379438137000,\"learn_rate\":0.1,\"distribution\":\"AUTO\",\"score_each_iteration\":false,\"balance_classes\":false,\"max_confusion_matrix_size\":20,\"r2_stopping\":0.999999}"
    },
    {
      "type": "cs",
      "input": "getModel \"gbm-2b9aec02-ed52-4ed9-a760-d5a7f5a6112d\""
    },
    {
      "type": "cs",
      "input": "deleteModel \"gbm-2b9aec02-ed52-4ed9-a760-d5a7f5a6112d\""
    }
  ]
}