CTRPrediction

Kaggle Challenge Avazu Click-Through Rate Prediction

1. Download data here: https://www.kaggle.com/c/avazu-ctr-prediction/data
2. Put .csv files into ./Data file holder
3. To run the code on colab, download the .csv files into google drive
4. For now,

• data cleaning in DataPreprocessor.py
• model in DeepModel.py
• Training/eval/test in TrainingEvaluationTest.py
• Hyperparameter optimizer in HyperParameterFind.py
• Result Plotting in Visualisation.py

FFM Model

linear polynomial

FFM >>>>>>> d6c5225c5a1ae793d13979ed6ae00efa565ed835