Võrdle meetodeid
Vaata valitud meetodeid kõrvuti; erinevad read on esile tõstetud.
| Tõlgendustabel× | F1-hinne× | |
|---|---|---|
| Valdkond | Mudelite hindamine | Mudelite hindamine |
| Perekond | MCDM | MCDM |
| Tekkeaasta≠ | 20th century | 1979 |
| Looja≠ | Statistical foundations | C. J. van Rijsbergen |
| Tüüp≠ | Evaluation visualization | Evaluation metric |
| Algallikas≠ | Everitt, B. S., & Hothorn, T. (2005). A Handbook of Statistical Analyses Using R. Chapman and Hall/CRC. link ↗ | van Rijsbergen, C. J. (1979). Information Retrieval (2nd ed.). Butterworth-Heinemann. link ↗ |
| Rööpnimetused | Error Matrix, Contingency Table | F-measure, Harmonic Mean |
| Seotud | 5 | 5 |
| Kokkuvõte≠ | 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. |
| ScholarGateAndmestik ↗ |
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