Tree-based models
This directory contains 6 workflows.
lightgbm classifier predict
The node complements 'lightgbm knime classifier'. Given the lightgbm model as estimated by 'lightgbm knime' and given the test data, this node makes […]
lightgbm knime classifier
This KNIME node performs classification using lightgbm.LGBMClassifier. The classfier is compatible with sklearn API. All that the user has to do is to […]
lightgbm knime regressor
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 […]
lightgbm regressor predict
The node complements 'lightgbm knime regressor'. Given the lightgbm model as estimated by 'lightgbm knime regressor' and given the test data, this node […]
Using lightgbm classifier
Classification using lightgbm node This workflow demonstrates use of lightgbm_knime node to make predictions. The dataset is Breast Cancer dataset (see […]
Using lightgbm regressor
Regression using lightgbm node This workflow demonstrates use of lightgbm knime regressor node to make predictions. The dataset is Concrete Strength […]