Analysis of Classification Techniques in Data Mining
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 12
Abstract
Data mining is a part of knowledge discovery process and information industry due to the vast availability of large amounts of data. The data mining is one comprehensive application of technology item relying on the statistical analysis, artificial intelligence and it has shown great commercial value and gradually to other profession penetration in the retail, insurance telecommunication, power industries use. Data mining technique usually fall into two categories Predictive and Descriptive. Predictive mining predict the trends and properties of unknown data based on the known data. Descriptive mining describes concepts or task relevant data sets in concise, summarative, informative and discriminative forms The objective of this paper is to analyze various Classification algorithms in Data mining. The Classification algorithm includes KNN, Decision tree, Naïve Bayes and Neural Network. The algorithms performances are analyzed with various dimensions.
Authors and Affiliations
K. S. Thirunavukkarasu*1
Keywords
Related Articles
- EP ID EP148584
- DOI -
- Views 47
- Downloads 0
EVALUATION OF INTERA CTIVE AND NON - INTERACTIVE SEGMENTA TION ALGORITHMS
This paper presents the evaluation framework for both Interactive and Non - interactive segmentation. For the evaluation of interactive segmentation, four algori thms, SRG, BPT, IGC and SIOX are considered. These a...
Comparative Study of Test Prioritization Testing Technique
Testing of software is an important means of assessing the software to determine its quality. Testing activities support quality assurance by gathering information about the nature of the software being studied. S...
Design and Development of Soft Computing Model for Teaching Staff Performance Evaluation
The evaluation of teacher’s performance is especially important for the academic institutions. Academic institutes use Performance Based Appraisal System to evaluate teaching staffs which involves awarding scores...
RESEARCH WORK ON CONVERSATION ENVIRONMENTAL WASTE TO ENERGY
Waste the term which is usually creates a feeling of untidiness and unused matter in environment/ society. We know that now a day’s consumption of Electric energy is majorly employed in every industry, compani...
Study of Rear Impact Analysis using Sled Procedure
Rear impact on seat structure and Procedure of sled testing, safety requirement can be decided by deformation and damage caused during sled testing it is kind of dynamic analysis. The projected seat went a complet...