GitHub - Brianlov/MLAnormalyDetection: Title: Comparative Analysis of Anomaly Detection Models for Tourism Arrival Data This project focuses on comparing three unsupervised anomaly detection models—DBSCAN, Isolation Forest, and K-means to identify unusual fluctuations in monthly tourism arrival data.

Name		Name	Last commit message	Last commit date
verification_plots		verification_plots
anomaly_detection_analysis.ipynb		anomaly_detection_analysis.ipynb
arrivals (1).csv		arrivals (1).csv
check_dates.py		check_dates.py
comparative_analysis.ipynb		comparative_analysis.ipynb
comparative_analysis.py		comparative_analysis.py
output_results.txt		output_results.txt
requirements.txt		requirements.txt
results.txt		results.txt
semi_supervised_analysis.py		semi_supervised_analysis.py
update_notebook_detailed.py		update_notebook_detailed.py
update_notebook_results.py		update_notebook_results.py
verify_analysis.py		verify_analysis.py

About

Title: Comparative Analysis of Anomaly Detection Models for Tourism Arrival Data This project focuses on comparing three unsupervised anomaly detection models—DBSCAN, Isolation Forest, and K-means to identify unusual fluctuations in monthly tourism arrival data.

Activity

0 stars

0 watching

0 forks

Report repository

Navigation Menu

About

Releases

Packages

Contributors

Languages

Latest commit

History

Folders and files

About

Stars

Watchers

Forks

Releases

Packages

Contributors

Languages