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lightgbm knime regressor

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Nov 7, 2021 8:14 AM
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This KNIME node performs regression using lightgbm.LGBMRegressor. The regressor is compatible with sklearn API. All that the user has to do is to configure KNIME to use Python environment. The node when executed the first time creates a conda environment and installs lightgbm and related packages. The predictor node is 'lightgbm regressor predict' that you may download separately from KNIME hub. Complete details of parameters used in the widget are available here: https://lightgbm.readthedocs.io/en/latest/pythonapi/lightgbm.LGBMRegressor.html

Component details

Input ports
  1. Type: Table
    InputData
    Input Dataframe.
Output ports
  1. Type: Python
    lgbmModel
    lightgbm Model

Used extensions & nodes

Created with KNIME Analytics Platform version 4.4.2
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.2

    knime
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    KNIME Python Integration

    KNIME AG, Zurich, Switzerland

    Version 4.4.2

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.2

    knime

This component does not have nodes, extensions, nested components and related workflows

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