Problems tagged with "naive bayes"
Problem #44
Tags: naive bayes
Consider the below data set which collects information on 10 pets:
Suppose a new pet is friendly and sheds fur. What does a Na\"ive Bayes classifier predict for its species?
Solution
Cat.
Problem #45
Tags: naive bayes
Suppose a data set of 100 points in 10 dimensions is used in a binary classification task; that is, each point is labeled as either a 1 or a 0.
If Gaussian Naive Bayes is trained on this data, how many univariate Gaussians will be fit?
Problem #57
Tags: naive bayes
Consider the below data set which collects information on the weather on 10 days:
Suppose a new day is not sunny but is warm. What does a Na\"ive Bayes classifier predict for whether it rained?
Solution
Yes, it rained.