Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning

no code implementations • 4 Aug 2020 • Hanieh Marvi Khorasani, Hamid Usefi, Lourdes Peña-Castillo

In this work, we used a recently developed feature selection algorithm (DRPT) combined with a support vector machine (SVM) classifier to generate a model to discriminate between healthy subjects and subjects with UC based on the expression values of 32 genes in colon samples.

BIG-bench Machine Learning feature selection