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object RegressionTree_GB

The RegressionTree_GB companion object defines hyper-parameters and provides a factory function.

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  4. def apply(xy: MatriD, fname: Strings = null, hparam: HyperParameter = hp): RegressionTree_GB

    Create a RegressionTree_GB object that uses Gradient Boosting on RegressionTree.

    Create a RegressionTree_GB object that uses Gradient Boosting on RegressionTree. One Tree is included in the model at a time wisely chosen for reducing gradient.

    xy

    the combined data-response matrix

    hparam

    the hyper-parameters for the model

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  12. val hp: HyperParameter
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