Machine learning library that performs several clustering algorithms (k-means, incremental k-means, DBSCAN, incremental DBSCAN, mitosis, incremental mitosis, mean shift and SHC) and performs several semi-supervised machine learning approaches (self-learning and co-training).
---------------------------------------------------------------------------
To run the library, just double click on the jar file. Also, you can use the following command line:
Java -Xms1500m -jar "ML Library.jar"
to ensure that the java virtual machine has enough space to run.

You can find sample test files under code/Test. Test files for clustering part are under code/Test/InputFile which contains two chameleon datasets from:
http://glaros.dtc.umn.edu/gkhome/cluto/cluto/download
Also, you can find sample test files for self-learning and co-training under its corresponding folders. Mainly genes/miRNAs expressions downloaded from :
http://0-www.ncbi.nlm.nih.gov.elis.tmu.edu.tw/

Features

  • Perform K-means Clustering Algorithm
  • Perform Incremental K-means Clustering Algorithm
  • Perform DBSCAN Clustering Algorithm
  • Perform Incremental DBSCAN Clustering Algorithm
  • Perform Mitosis Clustering Algorithm
  • Perform Incremental Mitosis Clustering Algorithm
  • Perform Mean Shift Clustering Algorithm
  • Perform SHC Clustering Algorithm
  • Measure Clustering F-measure, Jaccard, Rand and Rand Index Measures
  • Perform Self-Learning Semi-Supervised Algorithm
  • Perform Co-Training Semi-Supervised Algorithm
  • GUI based Application

Project Samples

Project Activity

See All Activity >

Follow MachineLearning-Library

MachineLearning-Library Web Site

Other Useful Business Software
Your top-rated shield against malware and online scams | Avast Free Antivirus Icon
Your top-rated shield against malware and online scams | Avast Free Antivirus

Browse and email in peace, supported by clever AI

Our antivirus software scans for security and performance issues and helps you to fix them instantly. It also protects you in real time by analyzing unknown files before they reach your desktop PC or laptop — all for free.
Free Download
Rate This Project
Login To Rate This Project

User Ratings

★★★★★
★★★★
★★★
★★
1
0
0
0
0
ease 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
features 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
design 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
support 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5

User Reviews

  • Excellent Project
Read more reviews >

Additional Project Details

Registered

2014-07-06