README.md

emoLDAnet

The files are orgnized as follows

emoLDAnet
├── R
├── Rawdata
│   ├── AI
│   └── Questionnaire
└── Result Data
    ├── AI
    └── Correlation

Experiment Results

1. The accuracy, recall, and F1 score of AI predictions are in Result Data/AI.
2. The correlation of AI and psychological qustionnaire for SVM, Tree and Forest based on results of five folds is in Result Data/Correlation.
3. The emotional OCC data predicted by deep learning module is in Rawdata/AI. The file is in the format of "abnormal emotion type/fold.csv".
4. The Questionnaire data of subjects is in Rawdata/Questionnaire.