# Capstone-Social-Media-Bot-Detection

**Repository Path**: calla9/Capstone-Social-Media-Bot-Detection

## Basic Information

- **Project Name**: Capstone-Social-Media-Bot-Detection
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-22
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

### Implementation of classifiers described in paper: https://arxiv.org/abs/1802.04289

#### Purpose: part of University of Virginia capstone research project by Jiten Bhatt under supervision of Professor David Evans

### Dataset
Access can be requested for research purposes at:
http://mib.projects.iit.cnr.it/dataset.html

### Current Results:

#### Account metadata classifier:

- Accuracy: 0.988865692414753
- Precision Score 0.9744318181818182
- Recall Score 0.98
- F1 Score 0.9772079772079771
- ROC/AUC Score 0.9984616901038245

#### Tweet metadata classifier:
- Accuracy: 0.9158333333333334
- Precision Score 0.688
- Recall Score 0.882051282051282
- F1 Score 0.7730337078651686
- ROC/AUC Score 0.9497691032019391