Published September 7, 2019
| Version 1
Dataset
Open
Data Sets and Prediction Models Created using MLP, RNN and LSTM
Authors/Creators
- 1. College of Information and Communication Engineering, Sungkyunkwan University
- 2. Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea
- 3. Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea
Description
Binary Data Sets
- 2018tbi219_shuffled3.csv and 2018tbi219_shuffled5.csv
- these are stratified data sets that were able to produce prediction models with high prediction rates.
Models.zip
- this zip file contains the prediction models created using Keras Deep Learning Algorithms: MLP, RNN and LSTM
Model Creation - Python Code Snippets
- Code snippets for creating the prediction models