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

Table 4

Classifiers testing accuracy, precision, and recall using the optimal hyperparameters.

Experiment	Classifier	Test accuracy	Test precision	Test recall
Experiment 1	SVM	93.28%	93.42%	94.67%
	LR	91.04%	89.87%	94.67%
	Adaboost	91.79%	93.24%	92.00%
	Voting	94.03%	93.51%	96.00%
Experiment 2	SVM	91.79%	92.11%	93.33%
	LR	93.28%	93.42%	94.67%
	Adaboost	89.55%	94.20%	86.67%
	Voting	93.28%	93.42%	94.67%