2021-MachineLearning

Machine Learning Lab Exercises

Language: Matlab

Exp 1 Linear Regression

Exp 2 Logistic Regression and Newton's Method

Exp 3 Regularization

Exp 4 Naive Bayes

Exp 5 SVM

SVM classifier

Handwritten Digit Recognition

misclassification

Non-Linear SVM

Exp 6 K-Means

Exp 7 PCA in Face Detection

Faces Misclassification

SVD Optimization