MCDMClassification Metric
F1 ya wastani wa makro
F1 ya wastani wa makro huhesabu F1-score kwa kila darasa kivyake kisha huchukua wastani wa kihesabu usio na uzito. Inashughulikia madarasa yote kwa usawa, bila kujali mzunguko wao katika seti ya data, na kuifanya kuwa muhimu kwa matatizo ya darasa nyingi yasiyo sawa.
Soma mbinu kamili
Kwa wanachama pekee
IngiaIngia kwa akaunti ya bure ili kusoma sehemu hii.
Ramani ya mbinu
Jirani ya mbinu zinazohusiana — chagua nodi ili kuchunguza.
Vyanzo
- Powers, D. M. (2011). Evaluation: From Precision, Recall and F-Measure to ROC, Informedness, Markedness and Correlation. Journal of Machine Learning Technologies, 2(1), 37-63. link ↗
- Sokolova, M., Japkowicz, N., & Szpakowicz, S. (2006). Beyond Accuracy, F-Score and ROC: a Family of Discriminant Measures for Performance Evaluation. AI 2006, 4013, 1015-1021. DOI: 10.1007/11941439_114 ↗
Jinsi ya kunukuu ukurasa huu
ScholarGate. (2026, June 3). Macro-averaged F1-Score. ScholarGate. https://scholargate.app/sw/model-evaluation/macro-averaged-f1
Mbinu ipi?
Weka mbinu hii kando ya jamaa zake wa karibu na uzisome bega kwa bega — maktaba huweka vitabu mezani; uamuzi ni wako.
- F1-ScoreTathmini ya Modeli↔ linganisha
- Micro-averaged F1Tathmini ya Modeli↔ linganisha
- F1-yenye-uzitoTathmini ya Modeli↔ linganisha
Imerejelewa na
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