Examples with RecordingLimeExplainer org.kie.kogito.explainability.local.lime.optim.RecordingLimeExplainer used on opensource projects

Example 1 with RecordingLimeExplainer

use of org.kie.kogito.explainability.local.lime.optim.RecordingLimeExplainer in project kogito-apps by kiegroup.

the class LimeExplainerProducer method produce.

@Produces
public LimeExplainer produce() {
    LOG.debug("LimeExplainer created (numberOfSamples={}, numberOfPerturbations={})", numberOfSamples, numberOfPerturbations);
    LimeConfig limeConfig = new LimeConfig().withSamples(numberOfSamples).withPerturbationContext(new PerturbationContext(new SecureRandom(), numberOfPerturbations));
    return new RecordingLimeExplainer(limeConfig, recordedPredictions);
}