KI-Glossar

Das vollständige Wörterbuch der Künstlichen Intelligenz

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Begriffe

Measure of disorder or uncertainty in a dataset, calculated as the sum of probabilities multiplied by their negative logarithm.

Classification And Regression Tree using Gini impurity minimization for classification and variance reduction for regression.

Coefficient measuring distribution inequality, adapted in machine learning to evaluate class heterogeneity in decision tree partitions.

Collection of decision trees trained collaboratively, leveraging learner diversity to reduce general error and improve generalization.

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