An Active Learning Classifier for Further Reducing Diabetic Retinopathy Screening System Cost

Table 3

Details of Figures 5–7 (accuracy).

	Classifiers	Max	Min	Mean
Figures 5–7	CART_80	0.775	0.693	0.725
	RBF_80	0.805	0.728	0.770
	MLP_80	0.718	0.623	0.669
	Lin_80	0.856	0.741	0.818
	KNN_80	0.758	0.646	0.720
Figure 5(a)	AL_10_10	0.872	0.799	0.838
	KELM_20	0.832	0.785	0.808
	ELM_20	0.804	0.725	0.783
Figure 5(b)	AL_10_15	0.880	0.807	0.846
	KELM_25	0.803	0.776	0.790
	ELM_25	0.799	0.705	0.761
Figure 6(a)	AL_15_10	0.886	0.804	0.836
	KELM_25	0.834	0.771	0.798
	ELM_25	0.813	0.745	0.778
Figure 6(b)	AL_15_15	0.871	0.797	0.851
	KELM_30	0.812	0.765	0.792
	ELM_30	0.804	0.705	0.769
Figure 7(a)	AL_20_10	0.874	0.800	0.839
	KELM_30	0.833	0.774	0.795
	ELM_30	0.824	0.763	0.790
Figure 7(b)	AL_20_15	0.878	0.812	0.843
	KELM_35	0.837	0.776	0.811
	ELM_35	0.823	0.753	0.800
Max of column		0.886	0.812	0.851