Question $2$

Setup a logistic regression model on the data at adultUCl. Discuss the performance of your model using appropriate statistics. Use dummy variables to handle categorical variables.

Prepare the data. Create dummy variables for categorical variables. See this

Get feature matrix $x,$ and target variable y $(>50k$ or $<mn>5</mn><mn>0</mn><mi>k</mi><mtext></mtext><mi>)</mi>$

Split data into training and testing

Normalize data using MinMaxScaler

Creat a LogisticRegression object for modeling

Train the model with training data

Compare the precision, recall, and F$1-$score on the train and test data.