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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: \"iris1.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 \"iris1.hex\""
    },
    {
      "type": "cs",
      "input": "assist buildModel, null, training_frame: \"iris1.hex\""
    },
    {
      "type": "cs",
      "input": "buildModel 'drf', {\"model_id\":\"drf-839f15a2-ee00-4b02-9252-ffd190393357\",\"training_frame\":\"iris1.hex\",\"ignore_const_cols\":true,\"response_column\":\"C5\",\"ntrees\":50,\"max_depth\":20,\"min_rows\":1,\"nbins\":20,\"nbins_cats\":1024,\"seed\":796661828921838800,\"mtries\":-1,\"sample_rate\":0.632,\"score_each_iteration\":false,\"balance_classes\":false,\"max_confusion_matrix_size\":20,\"r2_stopping\":0.999999,\"build_tree_one_node\":false,\"binomial_double_trees\":true}"
    },
    {
      "type": "cs",
      "input": "getModel \"drf-839f15a2-ee00-4b02-9252-ffd190393357\""
    },
    {
      "type": "cs",
      "input": "deleteModel \"drf-839f15a2-ee00-4b02-9252-ffd190393357\""
    }
  ]
}