An Optimized Computational Framework for Isolation Forest

Table 4

The training timings of the OIT and OIF on eight datasets.

Date sets	Training time of OIT (s)	Training time of OIF (s)
Breast	0.047	0.523
Ionosphere	0.077	0.818
Pima-diabetes	0.105	1.096
Breast-diagnostic	0.124	1.429
CreditCardDefault	7.65	95.16
PenDigits	2.23	24.18
UnionPay	1.08	12.06
Kddcup99	11.85	138.63