MachineLearning-BasicAlgorithms

Implemented basic algorithms using Python.

1. Decision Tree (Binary Decision Tree/ Multiway Decision Tree/ Regression Tree)
2. Regression (Linear Regression/ Ridge Regression/ Polynomial Regression)
3. Naive Bayes Classifier/ Logistic Regression(Regularized Logistic Regression)
4. Perceptron (Dual Perceptron/ Kernelized Perceptron)
5. Determining Hyperparameters (Based on accuracy and AUC)
6. MulticlassSVM
7. Clustering (K-Means/GMM)