Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data

1 code implementation • 23 Feb 2021 • Shivin Srivastava, Siddharth Bhatia, Lingxiao Huang, Lim Jun Heng, Kenji Kawaguchi, Vaibhav Rajan

In data containing heterogeneous subpopulations, classification performance benefits from incorporating the knowledge of cluster structure in the classifier.

Classification Clustering +2