Regular Expression Counts of Terms and Substrings
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Updated
Jan 5, 2022 - R
Regular Expression Counts of Terms and Substrings
High performance implementation of the Naive Bayes algorithm in R
Identification and Classification of the Most Influential Nodes
Comparison of the logistic regression, decision tree, and random forest models to predict red wine quality in R.
prettyglm provides a set of functions which can easily create beautiful coefficient summaries which can readily be shared and explained.
Fire Incident risk classification Data Mining project
Using the 'neuralnet' package in R for machine learning classification
R, Classification, Stepwise Variable, A/B Testing
Statistics class project aimed at studying the relationship between temperature and other attributes such as humidity, pressure, etc in Szeged, Hungary to build effective predictive models.
Using Decision Tree to predict Employee Attribution
Class projects
Classifying credit applicants with 9 different ML models
It's a little knowledge base using some scripts that I faced in my professional life.
Advanced Machine Learning course taught at Linköping University. Learned how Machine Learning models can be utilized to solve regression and classification problems within the AI field.
This project was conducted at UT Tyler Data Analytics Lab with the goal of using historical patient data and neural networks to predict future opioid abuse.
Amazon_product_sentiment_analysis_project_data_mining
Dataset containing radio frequencies, geo-locations, and habitat types for Oregon frogs
As part of this project, I have developed algorithms from scratch using Gradient Descent method. The first algorithm developed will be used to predict the average GPU Run Time and the second algorithm will be used to classify a GPU run process as high or low time consuming process.
Business Analytics Project: Building predictive models for job change prompention (Grade: 15/20)
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