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 124
- Downloads 0
Mark Announcement System to Reduce Workload in Continuous Student Monitoring
The “ANNOUNCEMENT SYSTEM” is designed Using visual Studio .NET. The coding language is Visual basic .NET and Microsoft Access as backend .The project involves Student marks, reviews, notifications to their parents mobil...
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...
Diagnosis and prediction of Brain malfunction Using Hybrid Segmentation Methods
Automatic image segmentation turns severely crucial for the detection of tumor in the processing of medical image. Semi automatic and Manual techniques of segmentation require immense knowledge and time. These drawbacks...
Cost Benefit Analysis in Intrusion Detection System
Assessing the cost-benefit tradeoff of a network intrusion detection system requires an understanding of the effectiveness of the system and the cost of its employment. In this paper, we propose a cost-benefit analysis m...
Women's Leadership in India through the Ages
The evil customs like sati, devadasi, sex-selective abortion etc. were abolished long ago in India. However, the practices like, infanticide, child marriage, dowry killings etc. still plagues many parts of this sub-conti...