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kernel linear regression and svm for Creditcard and Tumor data

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BERR.py

BERR.py

 
 

KRRS.py

KRRS.py

 
 

README.md

README.md

 
 

commons.py

commons.py

 
 

kernelRidgeSklearn.py

kernelRidgeSklearn.py

 
 

plotting.py

plotting.py

 
 

run_me.py

run_me.py

 
 

svmSklearn.py

svmSklearn.py

 
 

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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

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kernel linear regression and svm for Creditcard and Tumor data

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svm kernel-ridge-regression

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