Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction

Table 5

Experiment response results (Sea dataset, Inc-GEP2 classifier).

Levels	1	2	3	4	5	6	7	8	9	10	AV
1,1,1,1	0.816	0.802	0.798	0.803	0.806	0.797	0.820	0.815	0.820	0.791	0.807
1,2,2,2	0.815	0.813	0.804	0.800	0.802	0.794	0.803	0.820	0.811	0.816	0.808
1,3,3,3	0.736	0.720	0.744	0.690	0.735	0.735	0.737	0.743	0.711	0.710	0.726
2,1,2,3	0.823	0.837	0.839	0.818	0.828	0.834	0.837	0.832	0.821	0.803	0.827
2,2,3,1	0.837	0.835	0.832	0.831	0.833	0.826	0.831	0.837	0.830	0.833	0.833
2,3,1,2	0.756	0.727	0.742	0.758	0.759	0.736	0.742	0.758	0.742	0.761	0.748
3,1,3,2	0.796	0.812	0.799	0.801	0.809	0.812	0.807	0.812	0.791	0.793	0.803
3,2,1,3	0.793	0.771	0.780	0.804	0.809	0.802	0.808	0.819	0.800	0.805	0.799
3,3,2,1	0.759	0.771	0.785	0.765	0.740	0.758	0.761	0.752	0.774	0.737	0.760