Fig. 3: Performance evaluation of OncoMark using cross-validation and external datasets. | Communications Biology

Fig. 3: Performance evaluation of OncoMark using cross-validation and external datasets.

From: OncoMark: a high-throughput neural multi-task learning framework for comprehensive cancer hallmark quantification

Fig. 3

a Bar plots summarize precision, recall, F1 score, accuracy, and balanced accuracy from two independent rounds of five-fold cross-validation. Individual dots represent performance on each fold, and error bars denote standard deviations. b OncoMark’s generalizability is assessed across synthetic data created from five independent external datasets, using the same evaluation metrics, highlighting robust and consistent predictive performance.

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