Month | Method | Accuracy | Recall | ||
---|---|---|---|---|---|
L | M | H | |||
feb | logit | 0.474 | 0.549 | 0.446 | 0.263 |
nn | 0.496 | 0.533 | 0.532 | 0.158 | |
tree | 0.486 | 0.516 | 0.520 | 0.187 | |
mar | logit | 0.475 | 0.555 | 0.443 | 0.259 |
nn | 0.511 | 0.490 | 0.612 | 0.125 | |
tree | 0.480 | 0.487 | 0.525 | 0.226 | |
apr | logit | 0.477 | 0.548 | 0.457 | 0.253 |
nn | 0.498 | 0.497 | 0.568 | 0.171 | |
tree | 0.472 | 0.473 | 0.518 | 0.245 | |
may | logit | 0.476 | 0.541 | 0.462 | 0.240 |
nn | 0.509 | 0.529 | 0.569 | 0.115 | |
tree | 0.505 | 0.524 | 0.562 | 0.134 | |
jun | logit | 0.487 | 0.545 | 0.484 | 0.218 |
nn | 0.507 | 0.553 | 0.536 | 0.130 | |
tree | 0.514 | 0.499 | 0.612 | 0.092 | |
jul | logit | 0.491 | 0.542 | 0.500 | 0.196 |
nn | 0.519 | 0.528 | 0.591 | 0.099 | |
tree | 0.507 | 0.504 | 0.577 | 0.149 | |
aug | logit | 0.468 | 0.520 | 0.458 | 0.250 |
nn | 0.496 | 0.539 | 0.518 | 0.155 | |
tree | 0.493 | 0.459 | 0.593 | 0.142 | |
sep | logit | 0.492 | 0.546 | 0.491 | 0.212 |
nn | 0.518 | 0.502 | 0.609 | 0.103 | |
tree | 0.493 | 0.510 | 0.531 | 0.199 | |
oct | logit | 0.494 | 0.537 | 0.505 | 0.204 |
nn | 0.517 | 0.495 | 0.608 | 0.113 | |
tree | 0.521 | 0.516 | 0.601 | 0.089 | |
nov | logit | 0.492 | 0.539 | 0.498 | 0.189 |
nn | 0.516 | 0.495 | 0.606 | 0.105 | |
tree | 0.508 | 0.496 | 0.584 | 0.136 | |
dec | logit | 0.479 | 0.524 | 0.478 | 0.234 |
nn | 0.500 | 0.511 | 0.549 | 0.145 | |
tree | 0.510 | 0.564 | 0.522 | 0.135 |