datalouna_testTask

Test Task for DataLouna: Predict which team wins in CS:GO based on many features.

Model is built using CatBoost. Everything was implemented in Google Colab. If using code not in colab check path to dataset folder for variable 'csgo_dataset_dir'

Files overview

• Full code and model is in csgo_prediction.ipynb notebook.
• Model predictions for test data (test.csv) is in predictions.csv.
• Initial dataset containing csv files is in csgo_dataset folder.
• Additional files for plots, loss and accuracy historoy are located in catboost_info folder.