Table 4 Comparison of global fusion method results.

From: Intelligent evaluation of coal mine solid filling effect using fuzzy logic and improved D-S evidence theory

Method

Accuracy

Precision

Recall

F1 score

T1TFLS-D-S method

86.41%

86.47%

86.43%

86.45%

T1FLS-improved D-S method

87.18%

87.20%

87.18%

87.19%

T2FLS (C0)-D-S method

87.75%

87.81%

87.87%

87.89%

T2FLS (C0)-improved D-S method

89.31%

89.34%

89.30%

89.32%

Proposed method

92.90%

92.91%

92.90%

92.88%