Witryna13 sie 2024 · Model interpretability is critical to businesses. If you want to use high performance models (GLM, RF, GBM, Deep Learning, H2O, Keras, xgboost, etc), you need to learn how to explain them. With machine learning interpretability growing in importance, several R packages designed to provide this capability are gaining in … WitrynaOnce we have these three components we can create a predictor object. Similar to DALEX and lime, the predictor object holds the model, the data, and the class labels to be applied to downstream functions.A unique characteristic of the iml package is that it uses R6 classes, which is rather rare.To main differences between R6 classes and …
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Interpreting Machine Learning Models with the iml Package
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