Which of the following are examples of Types of Machine Learning? $($select all that apply, omit those that do not$)$

a$)$ Underfitting.

b$)$ Case$-$based reasoning.

c$)$ Supervised Machine Learning

d$)$ Unsupervised Machine Learning

e$)$ Reinforcement Learning

f$)$ Overfitting.