qEEG-Model

A prediction algorithm for diangosing psychiatric illnesses based on qEEG brainwaves based in Flux using Julia and Python

Model Specifications and Evaluation

A model based off of data collected in a paper from 2021 and obtained from Kaggle.

The model has an accuracy around ~98% and an AUC around ~1.0.

Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
Confusion Matrix.png		Confusion Matrix.png
EEG.machinelearning_data_BRMH.csv		EEG.machinelearning_data_BRMH.csv
README.md		README.md
data_augmentation.py		data_augmentation.py
dataframe_generator.py		dataframe_generator.py
model.ipynb		model.ipynb
model_evaluation.ipynb		model_evaluation.ipynb