Table 2 Evaluation of the ROI detection using 5-fold cross-validation to calculate accuracy, precision (PPV-Positive Predictive Value), recall (Sensitivity), specificity, and NPV (Negative Predictive Value).

From: Automated bone marrow cytology using deep learning to generate a histogram of cell types

Metrics

%

Average Cross-validation Accuracy

0.97

Average Cross-validation Precision (PPV)

0.90

Average Cross-validation Specificity

0.99

Average Cross-validation Recall (Sensitivity)

0.78

Average Cross-validation NPV

0.99

  1. All these metrics were computed in each test (unseen) fold separately and then the average was calculated.
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