Table 4. Performance of six ML classifiers on NFLX stock Goal I.
| Model | Accuracy | F1−score | Precision | Recall | ||||
|---|---|---|---|---|---|---|---|---|
| TD1 | TD2 | TD1 | TD2 | TD1 | TD2 | TD1 | TD2 | |
| KNN | 0.500 | 0.443 | 0.498 | 0.442 | 0.499 | 0.442 | 0.500 | 0.443 |
| LR | 0.588 | 0.494 | 0.588 | 0.364 | 0.589 | 0.409 | 0.588 | 0.494 |
| NB | 0.512 | 0.478 | 0.507 | 0.468 | 0.511 | 0.473 | 0.512 | 0.478 |
| RF | 0.468 | 0.478 | 0.468 | 0.478 | 0.468 | 0.480 | 0.468 | 0.478 |
| SVM | 0.496 | 0.502 | 0.409 | 0.479 | 0.505 | 0.510 | 0.496 | 0.502 |
| Tree | 0.512 | 0.502 | 0.508 | 0.502 | 0.511 | 0.502 | 0.512 | 0.502 |
Bold values represent the best performances.