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

Table 4

Sensitivity and specificity.

Classifiers	Sensitivity mean	Specificity mean
CART_80	77.64%	83.10%
RBF_80	78.07%	86.17%
MLP_80	74.41%	84.52%
Lin_80	80.29%	88.96%
KNN_80	77.13%	88.13%
AL_10_10	81.69%	91.46%
KELM_20	79.44%	90.81%
ELM_20	78.92%	90.03%
AL_10_15	82.38%	91.54%
KELM_25	78.43%	90.72%
ELM_25	77.80%	90.26%
AL_15_10	82.67%	92.11%
KELM_25	80.54%	91.23%
ELM_25	79.87%	90.78%
AL_15_15	82.63%	92.08%
KELM_30	81.88%	91.91%
ELM_30	81.35%	90.35%
AL_20_10	82.78%	91.58%
KELM_30	81.83%	90.03%
ELM_30	81.10%	89.61%
AL_20_15	82.63%	91.72%
KELM_35	81.95%	90.18%
ELM_35	81.21%	88.96%