/nishika-yuho

Nishika 財務・非財務情報を活用した株主価値予測 2位ソースコード

Primary LanguagePython

Nishika 財務・非財務情報を活用した株主価値予測 2位ソースコード

https://www.nishika.com/competitions/4/summary

Approach

  1. Create 1180 features only from financial information.
  2. Make 3 predictions by LightGBM and CatBoost with 5 cross-validation.
  3. Netflix blending.

For more details, see approach.md.

Input Data

I only use {2014-2017}/documents.csv.

input
└── data
    |── 2014
    |   └── documents.csv
    |── 2015
    |   └── documents.csv
    |── 2016
    |   └── documents.csv
    └── 2017
        └── documents.csv

Environment

docker-compose up --build -d
docker exec -it nishika-yuho bash

Run

sh run.sh