R Graphical Manual

Last data update: 2014.03.03

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explanation (Package: ExplainPrediction) : Explanation of predictions on instance and model level

Using general explanation methodology EXPLAIN or IME, the function explainVis explains predictions of given model and visualizes the explanations. An explanation of a prediction is given on a level of an individual instance, but aggregation of these explanations is also possible, which gives a model level explanation. The details are given in the description and references.

● Data Source: CranContrib
● Keywords: classif, models, regression
● Alias: explain, explainVis, explanationAverages, prepareForExplanations
● 46 images

ExplainPrediction-package (Package: ExplainPrediction) : Explanation of predictions and models

The package ExplainPrediction contains methods to generate explanations for individual predictions of classification and regression models.

● Data Source: CranContrib
● Keywords: models, multivariate, package
● Alias: ExplainPrediction, ExplainPrediction-package
● 0 images