Table 3:
The result of the statistical significance (P-value < 0:05) test (T-test) performed on HS-RC-PM vs. baseline models for AUPRC on 10 random split runs.
| W | Baseline model | P-value | Is significant? |
|---|---|---|---|
| 6 | HS-RC | 3.19E-08 | TRUE |
| HS | 5.80E-10 | TRUE | |
| CNN | 9.66E-14 | TRUE | |
| RETAIN | 5.13E-11 | TRUE | |
| LR-Recent | 2.17E-12 | TRUE | |
| LR-Binary | 2.47E-16 | TRUE | |
| 12 | HS-RC | 7.90E-10 | TRUE |
| HS | 8.02E-16 | TRUE | |
| CNN | 1.58E-17 | TRUE | |
| RETAIN | 1.83E-17 | TRUE | |
| LR-Recent | 2.19E-15 | TRUE | |
| LR-Binary | 2.94E-23 | TRUE | |
| 24 | HS-RC | 2.34E-09 | TRUE |
| HS | 9.30E-21 | TRUE | |
| CNN | 2.22E-20 | TRUE | |
| RETAIN | 8.12E-16 | TRUE | |
| LR-Recent | 1.87E-11 | TRUE | |
| LR-Binary | 8.07E-22 | TRUE |