A Fast PSO-ELM for Cancer Classification

Cancer is caused by uncontrolled and abnormal cells and it may spread through the blood stream or lymphatic system to further parts of the body. To explore the possibilities for classification of cancer, the researchers are started to perform using gene expression data. But still there are a lot of issues which is to be solved. So, this work introduced the fast PSO with ELM technique for cancer classification problems. This work implemented fast PSO method for multicategory classification of cancer cells. The PSO will provide the optimized output as the input to ELM. Evaluation is carried out for the proposed Fast PSO-ELM and the proposed approach achieves better classification accuracy.