Files

The repo includes the following:

• xgb_model.pckl :XGboost model for classifying satisfactory and unsatisfactory chatbot-customer conversations
• ISODS_train.ipynb:Code for model training
• ISODS_test.ipynb:Code to load the model and predict on test data
• vietnamese-stopwords.txt: Text file containing list of Vietnamese stop words

All the files are required to be in the same folder along with training and test csv files

Libraries

• pandas (v1.1.3)
• numpy (v1.19.2)
• regex (v2.2.1)
• scikit-learn (v0.23.2)
• pyvi

Usage

If using a jupyter notebook, it is convenient to create a separate conda environment and activating it prior installing these packages.

conda create --name <env_name>

conda activate <env_name>

Use the conda manager to install the packages (except pyvi, which is installed through pip)

Leaderboard

Competition result: 2^nd