Skip to content

rohith203/Outlier-Detection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

DBSCAN and LOF Algorithms

Assignment 3 CS F415- Data Mining

==> Instructions to run the scripts Run the following command: python DBSCAN.py python LOF.py


==> Plots obtained from these algorithms are in plots folder.

===> Machine specs
Processor: i7-7500U

Ram: 12 GB 

OS: Windows 10

===> Results

The fraud transactions (outliers) were identified using two different clustering techniques.


===> Group Members

ROHITH SARANGA (ID: 2017A7PS0034H)
KAUSHIK PERIKA (ID: 2017A7PS0207H)
MAHESH BABU (ID: 2017A7PS0235H)
BHARGAV NIMMAGADDA (ID: 2017A7PS1574H)

About

Implementation of DBSCAN and LOF Algorithms in python

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages