Construction and Application Research of Isomap-RVM Credit Assessment Model

Table 3

False results of prediction on the testing set by the three models.

Model	Type I error	Type II error	Total false
Isomap-RVM	12/36 (33.33%)	2/108 (1.85%)	14/144 (9.72%)
Isomap-SVM	17/36 (47.22%)	3/108 (2.78%)	20/144 (13.89%)
PCA-RVM	11/36 (30.56%)	4/108 (3.7%)	15/144 (10.41%)