Back to all questionsML Knowledge
Explain the concept of bias and variance in decision trees. Which one is more problematic, high bias or high variance, and why?
Tags
Data Analyst
Marketer
General
Explain the bias-variance tradeoff in the context of decision trees, discussing how tree depth affects both, and consider scenarios where either high bias or high variance would be more problematic.
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.