/kernel_methods

kernel linear regression and svm for Creditcard and Tumor data

Primary LanguagePython

Kernel_method-for-regression-and-classification

  1. Kernel ridge regression

(1) Implement Kernel ridge regression from scratch (KRRS)

(2) Implement a basis expansion + ridge regression from scratch

(3) Use sklearn kernel ridge for credit card prediction

(4) Use SVM to classify tumor dataset