Linganisha mbinu

	Usahihi	Alama ya Brier
Nyanja	Tathmini ya Modeli	Tathmini ya Modeli
Familia	MCDM	MCDM
Mwaka wa asili	20th century	1950
Mwanzilishi	Historical statistical foundations	Glenn W. Brier
Aina	Evaluation metric	Loss function
Chanzo asilia	Fawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27(8), 861-874.	Brier, G. W. (1950). Verification of forecasts expressed in terms of probability. Monthly Weather Review, 78(1), 1-3.
Majina mbadala	Overall Accuracy, Correct Classification Rate	Mean Squared Probability Error
Zinazohusiana	5	3
Muhtasari	Accuracy 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.