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revisedpredictivemodeling icon revisedpredictivemodeling

end-to-end coverage of the book Applied Predictive Modeling by Max Kuhn & Kjell Johnson. codes revised and altered by using modern libraries (e.g dplyr instead of plyr, tidyr instead of reshape2, etc.) extra graphics are added for demonstration and interpretability enhancement. new code chunks are presented for further clarity.

text_mining icon text_mining

This repo contains data from Ted Kwartler's "Text Mining in Practice With R" book.

ucimachinelearning icon ucimachinelearning

building several predictive models for publicly open datasets from UCI machine learning repository

undergradthesis icon undergradthesis

statistical and data analysis part of a biomedical study covering the investigation of thermal effects of the mobile phones on human brain cortex.

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