1.Requirements
System: Linux
Version of Python : 2.7
Modules:
yaml==3.12
numpy==1.13.0
pandas==0.18.1
tqdm==4.14.0
sklearn==0.18.2
gensim==2.3.0
keras==2.0.4
nltk==3.2.4
2.Getting started
Firstly install required modules:
pip install -r requirements.txt
Prior to running the script, ensure these input files are included in the 'RawData' folder:
stage2_test_text.csv
test_text
training_text
Run the scripts:
python 1_genetreat.py
python 2_LSTM.py
python 3_XBG.py
python #4_FinalStep.py
Remarks:
The default paths of all the files are the same for every script
Current configuration of model parameters achieved a score of 0.06~0.12 on the public leaderboard. Parameters can be changed as required