Problem 2: Generate and Explore a Synthetic Dataset

Problem Description

Write a Python program that uses make_classification to generate a synthetic dataset with 200 samples and 5 features, then prints its shape and class distribution.

Input

Parameters for make_classification (samples, features).

Output

The shape of the generated data and the count of each class.

Constraints

• None specific.

Example Input

text
n_samples=200, n_features=5

Example Output

text
X shape: (200, 5)
Class distribution: [100 100]

Concepts Covered

make_classification, np.bincount().