Classification in Bioinformatics

LDA, QDA, LR, SVM, Perceptron

Code practice session

  • Linear Discriminant Analysis in randomly generated data
  • Quadratic Discriminant Analysis in randomly generated data
  • Logistic regression in Breast Cancer data (malignant / benign)
  • Support Vector Machine in Breast Cancer data (malignant / benign)
  • Perceptron in Breast Cancer data (malignant / benign)