Machine Learning Problem 1: Naive Bayes Classifiers (20 pts) Consider the binary classification problem where class label Y E {0, 1} and each training example X has 2 binary attributes X = [X1, X2] E {0,1}2. Assume that class priors are given P(Y = 0) = P(Y = 1) = 0.5, and that the conditional […]
What is the probability of having Wet-Road as the road surface condition? What is the probability of an accident with No-Injury and Wet-Road condition?
Data structures: Data Mining Course Section: 001 or 002 A total of 1 question with 8 parts for 50 points. 1- This question involves concepts and practices from Naïve Bayes and CART classifier. Download and open “Assignment4-Code.R” and “accidents1.csv” data file from Canvas. The data set contains 595 records of car accidents. Description of the […]