Fast Hierarchical Clustering

Distributed Hierarchical Clustering with Importance Sampling

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

Hadoop & Java

Installing

A step by step series of examples that tell you have to get a development env running

src/main/java/HCdist/

-->HC.java
-->HCMapper.java
-->HCReducer.java
-->attributeMean.java

Running the tests

Arguments required for the main JAVA file:

HC <inputAttrPath> <inputDataPath> <outputPath> <NumOfInstances> <NumOfPartitions>

Arguments for running jar:

hadoop jar

hadoop jar HC-Distributed.jar HC-Distributed.HC /attribute.arff /instances.arff /output 20 2

Deployment

//TODO

Authors

Professor Haimonti Dutta
Akshat Sehgal
Mihir Chauhan