Assignment_GIBots_Pune

We have trained machine learning model as well as Deep Learning model with this data.

We got good result with Xgboost ML model. Hence final submission file has predictions from xgboost model.

Predicted Submission file name: xgboost_n_est_200_submission_file.csv

For EDA on Dataset:

Refer: EDA.ipynb file.

To Preprocess & Train Model:

Refer Test_Train.ipynb

To finetune ML model:

Normal level: Please refer ML_Model_Hyperparameter_Optimization.ipynb file.

Advance level: Please refer HyperOpt_GIBots_Assignment.ipynb