Predictive Model for Diagnosis of Gestational Diabetes in the Kurdistan Region by a Combination of Clustering and Classification Algorithms: An Ensemble Approach

Table 3

Comparison of each algorithm and the ensemble technique with different values of k in the KMeans algorithm.

No. of K	DT (%)	RF (%)	SVM (%)	KNN (%)	LR (%)	NB (%)	Ensemble (%)
1	81	83	86	89	85	85	87
2	87	88	88	86	89	87	88
3	92	92	90	92	90	92	92
4	89	92	92	91	92	90	92
5	87	89	89	87	89	87	89
6	90	92	92	92	92	93	92
7	87	89	92	87	91	89	89
8	87	89	89	87	90	89	89
9	90	92	92	90	92	90	92
10	94	96	96	96	96	94	96