Repository with supervised Machine Learning Algorithms
Cancer Cell Classification -> distinguish between benign and malignant cells using human cell records data using Support Vector Machine algorithm
Credit Card Fraud Detection -> Detect fraudulent credit card transactions using Decision Tree and Support Vector Machine classification models
Predict Customer Churn -> predict which demographic of customers of a telecommunication company are likely to leave and why using Logistic Regression algorithm
Predicting Drug Response -> Decision Tree to predict the class of an unknown patient, or to find a proper drug for a new patient
Predict Co2 Emissions -> predict the Co2 emission of a car using another field such as engine size by Linear Regression (Multiple & Simple)
Customer base segmantation -> segment customer base by service usage patterns and categorize them into 4 groups using K-Nearest Neighbors algorithm