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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