This repository contains small machine learning projects that I've created either for personal or university needs.
NAME | DESCRIPTION | LANGUAGE | |
---|---|---|---|
1. | body-fat | Prediction of body fat percentage using linear models. | Python |
2. | marital-status | Prediction of marital status of the students based on the year on the university using logistic model. | Python |
3. | number-of-errors | Prediction of errors in the system using logistic model. | Python |
4. | weather-prediction | Model that predicts if the volleyball team will play the game based on the weather. Model uses Bayes and k-NN classifiers. | Python |
5. | spam-classification | Spam classification using Naive Bayes Classifier. | Python |
6. | mandrill | Model that detects if the message (tweet) is referring to Mandrill App or is spam. | Python |
8. | bikes | Prediction of number of bike rentals based on weather conditions. | R |
9. | bank | Classification if the person will subscribe to the bank deposit. | R |