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. 2023 Mar 20;9:e1293. doi: 10.7717/peerj-cs.1293

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.