Table 1. Comparison of the predictions of Pearson correlation, PhyDCA and CoPAP.
–We analyze the different combinations between the 3611 highest scoring predictions according to each of the three scores. In the first three columns, “YES” means that predictions are retained for the concerned score, “NO” means that predictions are discarded by the score, and “–” indicates, that the score is not taken into account.
Pearson | PhyDCA | CoPAP | Elements | TP | PPV |
---|---|---|---|---|---|
– | – | YES | 3611 | 1251 | 0.346 |
– | YES | – | 3611 | 1126 | 0.312 |
– | YES | YES | 1332 | 915 | 0.687 |
– | YES | NO | 2279 | 211 | 0.093 |
– | NO | YES | 2279 | 346 | 0.152 |
YES | – | – | 3611 | 713 | 0.197 |
YES | – | YES | 1613 | 689 | 0.427 |
YES | – | NO | 1998 | 24 | 0.002 |
YES | YES | – | 721 | 531 | 0.736 |
YES | YES | YES | 719 | 530 | 0.737 |
YES | YES | NO | 2 | 1 | 0.500 |
YES | NO | – | 2890 | 182 | 0.063 |
YES | NO | YES | 894 | 159 | 0.178 |
YES | NO | NO | 1996 | 23 | 0.012 |
NO | – | YES | 1998 | 572 | 0.286 |
NO | YES | – | 2890 | 595 | 0.206 |
NO | YES | YES | 613 | 385 | 0.628 |
NO | YES | NO | 2277 | 210 | 0.092 |
NO | NO | YES | 1385 | 187 | 0.135 |