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{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles"
},
{
"type": "cs",
"input": "importFiles [ \"hdfs://mr-0x6.0xdata.loc/datasets/iris.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"hdfs://mr-0x6.0xdata.loc/datasets/iris.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"hdfs://mr-0x6.0xdata.loc/datasets/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}"
}
]
}
