Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction

Table 3

Computational experiment results (mean accuracy and standard deviation, %).

Dataset name	Inc-GEP1		Inc-GEP2		Inc-GEP3
	Accuracy	+/-	Accuracy	+/-	Accuracy	+/-
Airlines	62.56	2.339	63.79	2.029	61.24	3.108
Banknote auth	93.07	1.436	93.01	1.356	93.41	1.199
Bank M	93.31	1.867	88.79	0.461	89.98	0.985
Breast cancer	82.13	0.720	74.38	0.654	76.37	0.536
Chess	85.94	1.676	84.16	0.897	77.34	0.549
Diabetes	85.01	0.932	62.13	0.245	65.33	0.453
Electricity	88.13	3.247	95.39	1.298	92.67	1.541
Heart	83.91	1.127	78.95	1.457	77.33	0.914
Image	86.6	2.358	79.04	1.298	75.58	1.598
Internet Adv.	91.47	0.793	95.67	0.033	94.92	0.055
Ionosphere	92.9	1.002	89.61	0.972	87.06	0.839
Luxemburg	100.00	0.000	100.00	0.000	100.00	0.000
Sea	81.12	1.393	83.28	0.356	84.56	0.541
Usenet2	78.15	2.362	74.24	1.885	69.78	1.177