Capstone_Project_Proposal_Nirdesh

SurveryPaper_SeniorCapstone_Final_Nirdesh

My Senior Project will be based on improving the accuracy of machine learning algorithms by using various statistical methods to correctly pre-process a dataset and then feed it into a machine learning algorithm.

The software part of my project will be based on designing a platform that works with R studio to run these tests on a dataset and then feed it to a machine learning algorithm and then analyze the results. This software recommends the series of ‘knobs’ that can turned on the dataset to better it for the algorithm. My paper will be based on the results that I found and whether or not pre-processing made a difference in the performance of these algorithms.