A Novel Ensemble-Based Technique for the Preemptive Diagnosis of Rheumatoid Arthritis Disease in the Eastern Province of Saudi Arabia Using Clinical Data

Table 7

Final results of the best-selected classifiers.

Sampling	Classifier	Test accuracy	Test precision	Test recall
Without sampling	SVM	92.54%	92.21%	94.67%
With sampling	LR	93.28%	93.42%	94.67%
With sampling	Adaboost	92.54%	95.77%	90.67%
Without sampling	Voting	94.03%	93.51%	96.00%