We are interested in predicting which houses have median value greater than $30,000 using the variables in theBoston housing dataset.

The datasetBostonwill be loaded into the environment once the following command is run:library(MASS)

Please run the following code in R to learn more about the variables in the dataset:?Boston

Produce a new binary variableResultwith a value of 1 if themedv(median value of owner-occupied homes in $1000s) variable is greater than $30k and 0 otherwise. Generate a logistic regression modelforthis question using all the variables in theBostondataset. Please do not forget to remove themedvvariable while building the model.

What is the sensitivity of the model?

0.957

0.143

0.857

0.878