MCDMClassification Metric
F1-yenye-uzito
F1-yenye-uzito huhesabu F1-score kwa kila darasa kisha huchukua wastani wenye uzito, ambapo uzito unalingana na idadi ya sampuli katika kila darasa (support). Inatoa njia ya kati kati ya wastani wa macro na micro.
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). Weighted F1-Score. ScholarGate. https://scholargate.app/sw/model-evaluation/weighted-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
- F1 ya wastani wa makroTathmini ya Modeli↔ linganisha
- Micro-averaged F1Tathmini ya Modeli↔ linganisha
Imerejelewa na
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