An Experiment on Feature Selection using Logistic Regression

no code implementations • 31 Jan 2024 • Raisa Islam, Subhasish Mazumdar, Rakibul Islam

We ranked features first with L1 and then with L2, and then compared logistic regression with L1 (LR+L1) against that with L2 (LR+L2) by varying the sizes of the feature sets for each of the two rankings.

feature selection L2 Regularization +1

Human-guided Collaborative Problem Solving: A Natural Language based Framework

no code implementations • 19 Jul 2022 • Harsha Kokel, Mayukh Das, Rakibul Islam, Julia Bonn, Jon Cai, Soham Dan, Anjali Narayan-Chen, Prashant Jayannavar, Janardhan Rao Doppa, Julia Hockenmaier, Sriraam Natarajan, Martha Palmer, Dan Roth

We consider the problem of human-machine collaborative problem solving as a planning task coupled with natural language communication.