performance.metrics | R Documentation |
Evaluate model performance for binary tasks
performance.metrics(actual, pred, return_contingency = FALSE)
actual |
Logical or numeric binary vector giving the actual cell labels. |
pred |
Logical or numeric binary vector giving the predicted cell labels. |
return_contingency |
Logical indicating if contingency table must be returned. |
Prediction performance metrics (Precision, Recall, MCC) between actual and predicted cell type labels.
results <- performance.metrics(actual= sample(c(1,0),20,replace=TRUE),
pred = sample(c(1,0),20,replace=TRUE,prob = c(0.65,0.35) ) )
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