Hackerearth-Machine-Learning-Challenge-3

Solution to Hackerearth Machine Learning Challenge 3

The problem statement involved predicting the probability of ad clicks on the basis of various parameters.

The training data includes all you need to know about the problem statement.

Predictive algorithm - XGBoost

Evaluation Metric - AUC:ROC

Binary Logistic classifier

For downloading data, follow the link - https://he-s3.s3.amazonaws.com/media/hackathon/machine-learning-challenge-3/predict-ad-clicks/205e1808-6-dataset.zip

Result - 259th position (Top 5 percentile), AUC:ROC - 0.67475