Students Depression Prediction using Machine Learning Approach

Contribution:

• Predicting student's mental condition.
• To create a dataset for depression.
• Choosing the best predictive machine learning model for the Depression Dataset
• Build an WebApp

Dataset Description

• Dataset Annotation

• Label Count

Link to the dataset: https://www.kaggle.com/datasets/sahasourav17/students-anxiety-and-depression-dataset

Note: You can't use this dataset for business purpose. This is only for educational use.

Design Overview of Depression Prediction Model

Methodology

Performance Evaluation

Comparision of Performance

• Comparsion with Machine Learning Method

• Comparison with existing Literature

• Comparison with Neural Networks