Uporedite metode

	Matrica konfuzije	F1-mera
Oblast	Evaluacija modela	Evaluacija modela
Porodica	MCDM	MCDM
Godina nastanka	20th century	1979
Tvorac	Statistical foundations	C. J. van Rijsbergen
Tip	Evaluation visualization	Evaluation metric
Temeljni izvor	Everitt, B. S., & Hothorn, T. (2005). A Handbook of Statistical Analyses Using R. Chapman and Hall/CRC.	van Rijsbergen, C. J. (1979). Information Retrieval (2nd ed.). Butterworth-Heinemann.
Drugi nazivi	Error Matrix, Contingency Table	F-measure, Harmonic Mean
Srodne	5	5
Sažetak	The confusion matrix is a table that displays the counts of true positives, true negatives, false positives, and false negatives. It provides a complete picture of where a classifier makes correct and incorrect predictions, enabling calculation of all other classification metrics.	The F1-score is the harmonic mean of precision and recall, providing a single metric that balances both concerns. It was introduced by van Rijsbergen in information retrieval and has become a standard metric for evaluating classification models where both precision and recall are important.