API for giuseppec/featureImportance
Model-agnostic feature importance with the mlr package
| Global functions | |
|---|---|
| .onLoad | Source code |
| assertMeasure | Source code |
| assertResampleResultData | Source code |
| calculateValueFunctionImportance | Man page Source code |
| calculateValueFunctionPerformance | Man page Source code |
| changeTask | Source code |
| checkPrediction | Source code |
| checkPrediction.character | Source code |
| checkPrediction.default | Source code |
| checkPrediction.factor | Source code |
| computeFeatureImportance | Source code |
| computeFeatureImportanceIteration | Source code |
| computeFeatureImportanceIteration.ResampleResult | Source code |
| computeFeatureImportanceIteration.default | Source code |
| featureImportance | Man page Source code |
| featureImportance.ResampleResult | Source code |
| featureImportance.WrappedModel | Source code |
| featureImportance.default | Source code |
| featureImportanceLearner | Man page Source code |
| generateMarginalContribution | Source code |
| generatePermutations | Source code |
| getMarginalContributionValues | Source code |
| getShapleyImportance | Source code |
| getShapleyUncertainty | Source code |
| measureFeatureImportance | Man page Source code |
| measurePerformance | Man page Source code |
| measurePerformance.ResampleResult | Source code |
| measurePerformance.WrappedModel | Source code |
| measurePerformance.default | Source code |
| nullImportance | Source code |
| nullImportanceIteration | Source code |
| permuteFeature | Source code |
| pimp | Man page Source code |
| plotImportance | Man page Source code |
| print.ShapleyImportance | Source code |
| print.featureImportance | Source code |
| print.pimp | Source code |
| replaceFeature | Source code |
| shapleyImportance | Man page Source code |
| splitPrediction | Source code |
| summary.featureImportance | Source code |
| valueFunction | Man page |
