Feature Selectionusing Mutual InformationSYDE 676 Course ProjectEric HuiNovember 28, 20191Outlinen n Introduction prostate cancer project prostate cancer projectn n Definition of ROI and Featuresn n Estimation of PDFs using Parzen Density Estimation using Parzen Density Estimationn n Feature Selection using MI Based Feature Selection using MI Based Feature Selectionn n Evaluation of Selection using Generalized Divergence using Generalized Divergencen n Conclusions2Ultrasound Image of Prostate3Pr