Create a logistic regression model that predicts the draft round column using nba$2$k$20-$full.csv file.

Using R programming, remove undrafted players from the data set so that only players from the first or second round are kept.

Be sure to have a training set and a test set

Use rating, position, salary, and college as the features. position and college need to be one hot encoded. Salary needs to be converted to a number. Hints to do that are to create a new feature on the dataframe to store the converted salary along with using the following functions where column would be the salary and n is where in the string to start so that the $ symbol is removed from the string.

as$.$double$($substring$($column$,$first$=$n$))$

Train the model

Execute the model on the test set

output the confusion matrix.