Tell us what's the f1 score? How would you use it?
Describe precision and recall?
Why is “naive” bayes naive?
What is conditional probability?
Why do we need to convert categorical variables into factor? Which functions are used to perform the conversion?
What do you mean by genetic programming?
What are the most common types of machine learning task?
What is 'naive' in the Naive Bayes classifier?
What is connectionist AI?
Can you explain the differences between supervised, unsupervised, and reinforcement learning?
What is calibration in machine learning?
What is bias-variance trade-off in machine learning?
What is the bias in machine learning?
What is the decision tree classification?
Why overfitting happens?