Question
Back to all questions

What approaches do you take to address skewed data in model evaluation, and which metrics do you find most useful?

Tags

Data Analyst
Marketer
General
ML Knowledge

Discuss both data balancing techniques and appropriate evaluation metrics for imbalanced datasets, with real-world examples.

Start PracticingLearn More

Companies Asking this quesiton.

Very hard Difficulty

Very-hard questions are the ultimate test of your expertise and preparation. They demand not just knowledge, but creativity and strategic thinking, often addressing unique or highly technical aspects of your field.

ML Knowledge question

ML Knowledge questions test your theoretical understanding of machine learning concepts. Showcase your grasp of algorithms, model training techniques, feature engineering, and the mathematical foundations of artificial intelligence.

Leaderboard for “What approaches do you take to address skewed data in model evaluation, and which metrics do you find most useful??”