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. Author manuscript; available in PMC: 2015 Mar 26.
Published in final edited form as: Int J Comput Biol Drug Des. 2009 Dec 10;2(3):236–251. doi: 10.1504/IJCBDD.2009.030115

Table 6.

Percent accuracy for gene classification data

Non-SVM MC-SVM PSO-SVM
Dataset KNN BMI IG OVR OVO DAG OVR
Squamous-cell carcinoma 81.51 84.33 81.11 80.3 82.34 81.36 86.03
Small-cell carcinoma 68.41 81.32 822 70.37 79.23 77.83 84.34
Large-cell carcinoma 83.21 97.01 95.2 97.34 91.23 97.23 98.57
Adenocarcinoma 72.21 100 98.01 84.1 87.2 89.51 100