Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction

Table 9

Comparison of the proposed GEP-based incremental classifiers with some literature reporting incremental classifiers in terms of the mean classification accuracy.

Dataset	Inc-GEP1	Inc-GEP2	Literature reported acc	Incremental classifier	Source
Airlines	63.79	61.24	65.44	FTDD	[8]
Bank M.	88.79	89.98	86.90	IncSVM	[9]
Breast C.	74.38	76.37	72.20	IncSVM	[10]
Chess	84.16	77.34	71.80	EDDM	[11]
Diabetes	62.13	65.33	75.70	IncN-B	[12]
Electricity	95.39	92.67	90.70	KFCM	[13]
Heart	78.95	77.33	83.80	IncSVM	[10]
Ionosphere	89.61	87.06	92.40	IncEnsemble	[12]
Luxemburg	100.00	100.00	88.11	FISH2	[5]