KI-Glossar
Das vollständige Wörterbuch der Künstlichen Intelligenz
162
Kategorien
2.032
Unterkategorien
23.060
Begriffe
Begriffe
Probability Binning
A discretization process that groups probabilistic predictions into contiguous intervals to facilitate the analysis and visualization of calibration at different confidence levels.
Begriffe
Decision Calibration
A specific type of calibration that ensures binary decisions based on a probability threshold maintain an error rate consistent with the predicted probabilities.
Begriffe
Bayesian Binning
A probabilistic calibration method that uses Bayesian principles to estimate the posterior distributions of error rates in each bin, incorporating uncertainty.
Begriffe
Prior Calibration
The process of adjusting the model's a priori probabilities to match the actual class distributions in the target population.
🔍