Sanjana GargUnderstanding Tree-Based Models: A Comprehensive GuideTree-based models are powerful tools in the machine learning arsenal, capable of handling complex datasets and delivering interpretable…Jul 19Jul 19
Sanjana GargSimple Extensions of Linear ModelsI was recently going through the book ISLP and author discussed about how a standard linear regression can have significant limitations in…Jul 12Jul 12
Sanjana GargComparing the Performance of Logistic Regression, LDA, QDA, Naive Bayes, and KNNIn this post, I would like to share some thoughts on the empirical performance of several classification methods: logistic regression…Jul 5Jul 5