Model Diagnostics, Machine Learning.
data. It’s important to achieve a tradeoff between bias and variance when building a ML model. We will focus on variance in this discussion. Model with high variance has the problem of overfitting. Topics of Model Robustness and Regularization, UNCC Master of Data Science, Fall 2023 The followings