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Tačnost×Brjerova mera (Brier Score)×
OblastEvaluacija modelaEvaluacija modela
PorodicaMCDMMCDM
Godina nastanka20th century1950
TvoracHistorical statistical foundationsGlenn W. Brier
TipEvaluation metricLoss function
Temeljni izvorFawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27(8), 861-874. DOI ↗Brier, G. W. (1950). Verification of forecasts expressed in terms of probability. Monthly Weather Review, 78(1), 1-3. DOI ↗
Drugi naziviOverall Accuracy, Correct Classification RateMean Squared Probability Error
Srodne53
SažetakAccuracy is the proportion of correct predictions among the total number of predictions made by a classification model. It is the most intuitive performance metric and measures how often the classifier makes correct predictions overall, regardless of class.The Brier score measures the mean squared difference between predicted probabilities and actual binary outcomes. It is a simple, interpretable metric for evaluating the accuracy of probabilistic predictions, particularly in weather forecasting and medical diagnosis.
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ScholarGateUporedite metode: Accuracy · Brier Score. Preuzeto 2026-06-19 sa https://scholargate.app/sr/compare