Application of Multiattribute Decision-Making for Evaluating Regional Innovation Capacity
Table 3
Average OOB error for each decision evaluation attribute.
Evaluation attribute
C1
C2
C3
C4
C5
C6
C7
C8
C9
C10
C11
C12
C13
C14
C15
C16
C17
C18
C19
C20
C21
C22
C23
C24
Average OOB
0.01
0.02
0.04
0.12
0.21
0.23
0.16
0.26
0.06
0.04
0.04
0.22
0.21
0.2
0.07
0.14
0.04
0.11
0.07
0.08
0.07
0.11
0.1
0.25
Accuracy (%)
99
98
95.7
88.1
78.6
77
84.5
74.2
93.8
95.6
96.1
78
79.3
80.5
93.1
85.9
95.7
88.6
93.1
91.6
93.1
89.3
90.2
74.7
, where represents the out-of-bag error (OOB error) rate of the evaluation attribute as the decision evaluation attribute in the random forest model, where .
