ClassificationAlgorithms

this repositiory holds code for 7 classification algotihms namely

• Logistic regression
• K nearest neighbors
• Support vector machine
• Kernal SVM
• Naive bayes
• Decision Trees
• Random Forest

Dataset

I have used a dataset titled "Social Network Ads" taken from Kaggle. dataset consists of 3 features

1. age of the customer
2. salary of the customer
3. did he buy the product or not

Evaluation

For evaluation i have used confusion matrix and then calculated accuracy.

visualization

I have used Listed color maps to seperate the classified areas