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Table 3 The results of four indicators—precision, recall, F1-score, support in training set

From: Differentiating nontuberculous mycobacterium pulmonary disease from pulmonary tuberculosis through the analysis of the cavity features in CT images using radiomics

 

Indicators

KNN

SVM

XGBoost

RF

LR

DT

TB

Precision

0.90

0.95

0.98

0.99

0.94

1.00

Recall

0.96

0.96

0.99

1.00

0.95

1.00

F1-score

0.93

0.95

0.99

1.00

0.95

1.00

Support

108

108

108

108

108

108

NTM

Precision

0.97

0.97

0.99

1.00

0.96

1.00

Recall

0.92

0.95

0.98

0.99

0.95

1.00

F1-score

0.94

0.96

0.99

1.00

0.96

1.00

Support

131

131

131

131

131

131