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www.flow.packs.test-small.gbm_synthetic_syn_binary_100x3000.flow Maven / Gradle / Ivy

The newest version!
{
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    {
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      "input": "importFiles"
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    {
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      "input": "importFiles [ \"../smalldata/synthetic/syn_binary_100x3000.svm\" ]"
    },
    {
      "type": "cs",
      "input": "setupParse paths: [ \"../smalldata/synthetic/syn_binary_100x3000.svm\" ]"
    },
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 delete_on_done: true\n  check_header: -1\n  chunk_size: 4194304"
    },
    {
      "type": "cs",
      "input": "getFrameSummary \"syn_binary_100x3000.hex\""
    },
    {
      "type": "cs",
      "input": "assist splitFrame, \"syn_binary_100x3000.hex\""
    },
    {
      "type": "cs",
      "input": "splitFrame \"syn_binary_100x3000.hex\", [0.25], [\"syn_binary_100x3000_test\",\"syn_binary_100x3000_train\"], 123456"
    },
    {
      "type": "cs",
      "input": "buildModel \"gbm\""
    },
    {
      "type": "cs",
      "input": "buildModel 'gbm', {\"model_id\":\"gbm-c5ff8bb9-cb0b-483d-9031-e6d7283a31ec\",\"training_frame\":\"syn_binary_100x3000_train\",\"validation_frame\":\"syn_binary_100x3000_test\",\"ignore_const_cols\":true,\"response_column\":\"C1\",\"ntrees\":\"20\",\"max_depth\":5,\"min_rows\":\"25\",\"nbins\":20,\"nbins_cats\":1024,\"seed\":477428091263741800,\"learn_rate\":\"0.3\",\"distribution\":\"AUTO\",\"score_each_iteration\":false,\"r2_stopping\":0.999999,\"build_tree_one_node\":false}"
    },
    {
      "type": "cs",
      "input": "getModel \"gbm-c5ff8bb9-cb0b-483d-9031-e6d7283a31ec\""
    },
    {
      "type": "cs",
      "input": "predict model: \"gbm-c5ff8bb9-cb0b-483d-9031-e6d7283a31ec\""
    },
    {
      "type": "cs",
      "input": "predict model: \"gbm-c5ff8bb9-cb0b-483d-9031-e6d7283a31ec\", frame: \"syn_binary_100x3000_test\", predictions_frame: \"prediction-e0e49fc9-8dae-46ae-9845-8bdcf4301a92\""
    }
  ]
}




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