Application of GIST-SVM in Detecting Breast Cancer
Soumya Aruna, L. V. Nandakishore, S. P. Rajagopalan · CiiT international journal of artificial intelligent systems and machine learning · 2011
In this paper a classifier model is proposed to detect the different states of breast cancer. GIST-SVM is used to differentiate patients having benign and malignant cancer cells. To improve the accuracy of classification, the optimal size of the training sets are determined. To find the optimal size of the training set, different sizes of training sets are experimented and the one with highest classification rate is selected.