Table 2 10-fold cross validation results
Experiment | Training sample | Validation sample | Validation PRC AUC | Validation F1 score |
|---|---|---|---|---|
1 | 55,521 | 6170 | 69.14% | 62.27% |
2 | 55,522 | 6169 | 70.70% | 64.10% |
3 | 55,522 | 6169 | 68.70% | 62.90% |
4 | 55,522 | 6169 | 70.40% | 64.40% |
5 | 55,522 | 6169 | 70.20% | 64.50% |
6 | 55,522 | 6169 | 70.20% | 63.80% |
7 | 55,522 | 6169 | 71.90% | 67.80% |
8 | 55,522 | 6169 | 68.00% | 62.10% |
9 | 55,522 | 6169 | 71.00% | 65.10% |
10 | 55,522 | 6169 | 69.80% | 63.30% |
Average | 70.00% | 64.03% | ||
Standard deviation | 0.011455 | 0.0164673 | ||
Variance | 0.0001312 | 0.0002712 | ||