Table 10 Credit card autoencoder iteration comparison
From: Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning
CC iteration Tukey HSD | ||
|---|---|---|
Iterations | AUPRC | Group |
9 | 0.4667 | a |
8 | 0.4659 | a |
7 | 0.4632 | a |
6 | 0.4605 | a |
5 | 0.4553 | ab |
4 | 0.4534 | abc |
3 | 0.4462 | bc |
2 | 0.4412 | c |
1 | 0.3738 | d |
0 | 0.3073 | e |