|
Method
|
Label
|
Precision (%)
|
Recall (%)
|
Accuracy (%)
|
F-measure (%)
|
|---|
|
F-test
|
1
|
86.59
|
91.66
|
87.32
|
89.05
|
|
2
|
78.32
|
71.99
|
90.51
|
75.02
|
|
3
|
74.62
|
64.67
|
97.2
|
69.29
|
|
4
|
71.43
|
67.52
|
88.66
|
69.42
|
|
MIC
|
1
|
87.4
|
93.09
|
88.69
|
90.16
|
|
2
|
76.75
|
75.04
|
90.91
|
75.89
|
|
3
|
88.0
|
70.06
|
97.98
|
78.01
|
|
4
|
73.42
|
65.59
|
88.27
|
69.28
|
|
RFE
|
1
|
84.82
|
93.32
|
86.99
|
88.87
|
|
2
|
81.29
|
77.26
|
92.28
|
79.23
|
|
3
|
88.07
|
61.15
|
97.59
|
72.18
|
|
4
|
75.43
|
63.97
|
88.53
|
69.23
|
|
Lasso
|
1
|
87.69
|
93.44
|
89.05
|
90.47
|
|
2
|
77.84
|
73.85
|
91.0
|
75.79
|
|
3
|
80.45
|
68.15
|
97.52
|
73.79
|
|
4
|
74.69
|
67.69
|
88.85
|
71.02
|
|
HAFS
|
1
|
92.21
|
95.52
|
93.06
|
93.84
|
|
2
|
93.17
|
91.58
|
96.84
|
92.37
|
|
3
|
95.14
|
95.8
|
99.58
|
95.47
|
|
4
|
88.43
|
80.75
|
94.3
|
84.42
|
- Bold values indicate the maximum value of each type of lesion classification index
