EXPLORING DATA MINING CLASSIFICATION APPROACH IN WEKA OPEN SOURCE
Journal Title: International Research Journal in Global Engineering and Sciences - Year 2016, Vol 1, Issue 2
Abstract
The extraction of information from huge amount of data set is called data mining. Classification and prediction are two forms of data analysis that can be used to extract models describing important data classes or to predict future data trends. Classification predicts categorical labels. Weka is a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka means Waikato Environment for Knowledge Analysis (WEKA). It is introduced by university of New Zealand and it has capacity to convert comma separated values file to relational table format. This research implementing the classification concept using Weka opens source using for WINE-QUALITY dataset.
Authors and Affiliations
Chithrakumar T, Thangamani M, Premalatha C
Keywords
Related Articles
- EP ID EP254420
- DOI -
- Views 122
- Downloads 0
Automatic Blackboard Erasing Mechanism
The automatic blackboard erasing mechanism is mainly designed for cleaning board without any manual effort. Cleaning board manually may some medical problems likes coughing because of allergy to the chock dust, asthma ma...
Effective Customer Patterns Analysis Using Open Source Weka Data Mining Tool
Data mining playing vital information in extracting useful information from large amount of data set. Apriori algorithm generate useful rule by finding frequent itemset from huge data set. In this paper can apply the Ap...
OPTIMUM DISTRIBUTED GENERATION PLACEMENT
This paper presents a formulation for the optimum Distributed Generator (DG) placement which considers minimization of the line loss, a technical factor, and minimization of installation and maintenance cost, an econo...
Hybrid Techniques and Methods for Analysis of Medical Images
The medical image processing and analysis methods have been used to help physicians to make important medical decision through physician-computer interaction. Intelligent or model-based quantitative medical image analys...
SMS Alerts Framework For Journal Book Maintanance in Tamil Nadu Schools and Colleges Library
The SMS alerts to maintenance journals, books, in schools and college library framework is software which can become the backbone for the libraries. This software is very useful for monitoring and controlling the library...