'Low training error' presentation slideshows

Decision Trees II

Decision Trees II. CSC 576: Data Mining. Today. Decision Trees Overfitting / Underfitting Bias-Variance Tradeoff Pruning Regression Trees Ensemble Learners Boosting Bagging Random Forests. Training Set vs. Test Set. Overall dataset is divided into:

632 views • 62 slides

COMP 875: Introductions

COMP 875: Introductions. Name, year, research area/group Why are you interested in machine learning and how does it relate to your research? What topics would you like to see covered in this course?. What is Machine Learning?.

486 views • 36 slides

CS 2750: Machine Learning Line Fitting + Bias-Variance Trade-off

CS 2750: Machine Learning Line Fitting + Bias-Variance Trade-off. Prof. Adriana Kovashka University of Pittsburgh January 26, 2017. Generalization. How well does a learned model generalize from the data it was trained on to a new test set?. Training set (labels known).

270 views • 26 slides

Recognition: A machine learning approach

421 views • 24 slides