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

Table 2. Performance of six ML classifiers on AMZN stock Goal I.

Model Accuracy F1−score Precision Recall
TD1 TD2 TD1 TD2 TD1 TD2 TD1 TD2
KNN 0.600 0.514 0.597 0.510 0.597 0.509 0.600 0.514
LR 0.600 0.545 0.582 0.385 0.599 0.297 0.600 0.545
NB 0.624 0.510 0.600 0.421 0.633 0.446 0.624 0.510
RF 0.540 0.561 0.540 0.561 0.540 0.561 0.540 0.561
SVM 0.476 0.475 0.428 0.387 0.507 0.529 0.476 0.475
Tree 0.540 0.510 0.537 0.505 0.536 0.505 0.540 0.510

Bold values represent the best performances.