Model Selection and Evaluation for Learning Analytics via Interpretable Machine Learning

Author:

Li Zhuoran1,Zhan Zehui2

Affiliation:

1. University of Washington,Department of Economics, Department of Statistics,Seattle,USA

2. School of Information Technology in Education South China Normal University,Guangzhou,China

Publisher

IEEE

Reference41 articles.

1. Gradient boosting machines, a tutorial

2. Unsupervised modeling for understanding MOOC discussion forums

3. Simple method for interpretation of high-dimensional nonlinear SVM classification models;cherkassky;DMIN 2010 proceedings of the 2010 international conference on data mining,2010

4. A case study on English as a second language speakers for sustainable MOOC study;duru;Sustainability,2019

5. Stochastic gradient boosting

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