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Table 4 Table containing computed metrics (sensitivity, specificity and F1 score) obtained from validation data with gradient boosting models with decision threshold of 0.5 or 0.1

From: Prediction of lipomatous soft tissue malignancy on MRI: comparison between machine learning applied to radiomics and deep learning

Threshold Class Specificity (%) Sensitivity (%) F1 score
0.5 Malignant 74 97 84
Benign 94 61 74
0.1 Malignant 63 100 77
Benign 100 32 49