Problem 2: Calculate AUC for Two Different Models

Problem Description

Write a Python program that trains both a Logistic Regression model and a Decision Tree model on the same dataset, and compares their AUC scores.

Input

A labeled dataset.

Output

The AUC score for both models.

Constraints

• At least 10 labeled examples.

Example Input

text
(A labeled binary classification dataset)

Example Output

text
Logistic Regression AUC: 0.92
Decision Tree AUC: 0.85

Concepts Covered

roc_auc_score(), model comparison.