多分类:准确率(Accuracy)

精准率(Precision)

召回率(Recall) F1值(F1_score)

预测

风险级别1

风险级别2

风险级别3

风险级别4

实际

风险级别1

T11

F12

F13

F14

风险级别2

F21

T22

F23

F24

风险级别3

F31

F32

T33

F34

风险级别4

F41

F42

F43

T44

( Accuracy ) = i 4 j 4 T i j / ( i 4 j 4 T i j + i 4 j 4 F i j )

1 ( Precision ) = T 11 / ( T 11 + i 4 F i 1 )

1 ( Recall ) = T 11 / ( T 11 + j 4 F 1 j )

F1_score = 2 * Precision * Recall Precision + Recall