Credit Card Fraud

Posted by Christopher Mertin on November 17, 2016 in Project • 9 min read

Using Machine Learning to look at credit card transactions to predict which are fraudulent. Contains unbalanced data as the number of true fraudulent transactions is less than 1%.


  Read More

Predicting Air Quality

Posted by Christopher Mertin on November 11, 2016 in Project • 7 min read

Uses linear regression to predict the air quality for a given day, and utilizes KNN Imputation for missing data, as well as the creation of features.


  Read More

Linear Regression

Posted by Christopher Mertin on November 05, 2016 in Imputation • 4 min read

Explores the use of linear regression.


  Read More

K-Nearest Neighbors Regression

Posted by Christopher Mertin on October 30, 2016 in Imputation • 4 min read

Explores the use of K-Nearest Neighbors as a regression tool which can be used in imputation methods.


  Read More

Protein Classification

Posted by Christopher Mertin on December 19, 2015 in Project • 1 min read

Uses various machine learning algorithms to look at the difference between them in regards to classifying proteins accurately.


  Read More