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

Table 6. Performance of six ML classifiers on AMZN stock Goal II.

Model Accuracy F1−score Precision Recall
TD1 TD2 TD1 TD2 TD1 TD2 TD1 TD2
KNN 0.532 0.551 0.524 0.542 0.520 0.537 0.532 0.551
LR 0.616 0.621 0.470 0.476 0.379 0.386 0.616 0.621
NB 0.616 0.621 0.470 0.476 0.379 0.386 0.616 0.621
RF 0.488 0.520 0.486 0.518 0.484 0.517 0.488 0.520
SVM 0.604 0.547 0.471 0.533 0.454 0.526 0.604 0.547
Tree 0.488 0.594 0.483 0.582 0.480 0.578 0.488 0.594

Bold values represent the best performances.