In this project, we will predict whether a star is a Pulsar or not. We have collected a data-set from internet, and modified it. We have applied these machine learning models: Gaussian Naive Bayes, Logistic Regression, and K-Nearest Neighbour. Then, we have acquired Confusion Matrix, Accuracy, Recall, Precision and F1 Score.