/Kernel-method-DNA-sequence

Kernel methods for machine learning, applied to DNA sequence classification

Primary LanguagePythonApache License 2.0Apache-2.0

Kernel-method-DNA-sequence

Author: Sun Haozhe

Kernel methods for machine learning, applied to DNA sequence classification

Implementation

Classifiers

  • Kernel logistic regression
  • Kernel SVM classifier

Kernels

  • Spectrum kernel
  • Local alignment kernel