Data Mining: Regression and Classification

Friday, November 9, 2018
1 pm–3 pm
Alexander Library

Contact:

Ryan Womack

November 9, 1-3 p.m., Alexander Library Room 415

The traditional Least Square estimation, KNN face severe overfitting issues when the dataset has high-dimensional features. Modern data mining regression techniques such as lasso and classification techniques such as SVM give a better estimation result in such a situation. The workshop intends to show how lasso and SVM work in Python. Compare the estimation result of Lasso with least square estimation, SVM with KNN in the high-dimensional setting. 

Alexander Library