-->
Probability of Stolen = yes is given by :
P(Stolen=yes/color= red, type=suv, origin=imported)
= P(color= red/Stolen=yes) * P(type= suv/Stolen=yes)
* P(origin=imported/Stolen=yes) * P(Stolen=yes)
= 3/5 * 1/5 * 3/5 * 1/2
= 0.036
-->
Similarly Probability of Stolen = no is given by :
P(Stolen=no/color= red, type=suv, origin=imported)
= P(color= red/Stolen=no) * P(type= suv/Stolen=no)
* P(origin=imported/Stolen=no) * P(Stolen=no)
= 2/5 * 3/5 * 2/5 * 1/2
= 0.048
--> The Stolen = no has higher probability. So, Answer is "no"
Suppose that we have the data below, where Stolen is the target attribute that consists of...
Consider the following data set. You are asked to predict the class label (if Stolen = Yes or No) for a test data point “X” where “X” = (color=Red, Type=SUV, Origin=Domestic) using the Naïve Bayes approach. Show every step and calculation details. Color Type Origin Stolen 1 Red Sports Domestic Yes 2 Red Sports Domestic Yes 3 Red Sports Domestic Yes 4 Yellow Sports Domestic No 5 Yellow Sports Import Yes 6 Yellow SUV Import No 7 Yellow SUV Import...
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CIS 321 -Intro. to Prob. and Stats Quiz #3-Chapters 10 and 12 + Bayesian Classification Reza Zafarani-Spring 2018 Name (2pts): Problem 1 Covariance [4pts] Let X and Y be two and Cor(X, Y) random variables. Express Cor(XX + y) in termd Var(XY) Problem 2 - Poisson Distribution (6pts In a computer network, the sumber of lost connections in a second C is modeled as oed, PIC 0), is 10, What is the expected number of lost...