Use Naive Bayes with data below to predict whether a player will play tennis or not if the weather is mild and windy.

class/label	temp	Windy
Don't play	hot	false
Don't play	hot	true
play	hot	false
play	hot	false
play	cool	false
Don't play	cool	true
play	cool	true
Don't play	mild	false
play	cool	true
play	mild	false
play	mild	true
play	hot	false
Don't play	mild	true

Bayes theorem

P(class |data) = p(data|class)*p(class) _________________ p(data)

Naive bayesian classifiers

p(data|class) = p(d1|class)* p(d2|class)*...*....*p(dn|class)