Gene Prediction Graph: A Novel Graphical Machine Learning Approach Showing Gene Dependency for Cancer Prediction

Abstract

There was an emotional outpouring of unprecedented magnitude throughout the world because of India's World Cup hero and man of the tournament, Yuvraj Singh, has been diagnosed with cancer and is undergoing chemotherapy in the United States, thereby creating fresh interest to work on various cancer disease gene prediction methods. Almost a new way have been proposed here to compare the Gene prediction Network for normal and cancer affected patient to determine the affected relationships between the respective pair of genes using a new concept Gene Prediction Graph . Fuzzy Logic, Entropy, Symmetrical Uncertainty and some more well defined concept have been incorporated while developing this software for the generation of Gene Prediction Graph.