Neural Network with Perceptron

Task: Use the code below to generate simple dataset in a Jupyter Notebook that implements a single$-$layer perceptron using Python and train it on the provided dataset. Evaluate its performance on the test set.

# Generate a simple binary classification dataset

X$,$ y $=$ make$\_$classification$($n$\_$samples$=1000,$ n$\_$features$=20,$ n$\_$ informative$=15,$ n$\_$redundant$=5,$

random$\_$state$=42)$