gravatar

virag_l23

Virag Nimesh Lakhani

Recently Published

Identifying Risky Bank Loans using C5.0 Decision Trees in R
We used the C5.0 algorithm to create a tree to predict whether a loan applicant will default. Using options for boosting and cost-sensitive errors, we were able to improve our accuracy and avoid risky loans that cost the bank more money.
Diagnosing breast cancer with the kNN algorithm in R
The given project uses kNN(k nearest neighbors) algorithm from Machine Learning in order to able to correctly identify whether a mass from breast cancer test was malignant or benign.