Classification of Radar Returns from Ionosphere Using NB-Tree and CFS
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2018, Vol 2, Issue 5
Abstract
This paper present an experimental study of the different classifiers namely Naïve Bayes (NB) and NB-Tree for classification of radar returns from Ionosphere dataset. Correlation-based Feature Subset Selection (CFS) is also used for attribute selection. The purpose is to achieve the efficient result for classification. The comparison of NB classifier and NB-Tree is done based on Ionosphere dataset from UCI machine learning repository. NB-Tree classifier with CFS gives better accuracy for classification of radar returns from ionosphere. Aung Nway Oo"Classification of Radar Returns from Ionosphere Using NB-Tree and CFS" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-5 , August 2018, URL: http://www.ijtsrd.com/papers/ijtsrd17126.pdf http://www.ijtsrd.com/computer-science/data-miining/17126/classification-of-radar-returns-from-ionosphere-using-nb-tree-and-cfs/aung-nway-oo
Authors and Affiliations
Keywords
Related Articles
- EP ID EP389877
- DOI -
- Views 62
- Downloads 0
Performance Analysis of Four Different Types of Sorting Algorithms using Different Languages
This research paper presents the different types of sorting algorithms of data structure like quick, heap, insertion and merges and also gives their performance analysis with respect to time complexity. These four algori...
Preparation and Characterization of Rubber Composites using Sawdust as Filler
The research work aims to prepare, characterize and apply the vulcanized rubber composites by using sawdust as filler. Sawdust was used as filler in the process of preparation of vulcanized rubber composites. The composi...
Critical Analysis of Power Factor Improvement of Single Phase AC/DC Converter by Passive/Active Filters
This paper provides a concise review of the most interesting passive and active filters of power factor correction, for single phase and low power applications. The increasing growth in the use of electronic equipment in...
Java A Language which is Vast in Itself
In this paper, I have done the audit of the Java programming language for the students. I will show four models and completely help to students in study. This paper surveys recent research on programming languages and de...
Next Generation Sequencing in Big Data
A huge revolution has taken place in the area of Genomic science. Sequencing of millions of DNA strands in parallel and also getting a higher throughput reduces the need to implement fragment cloning methods, where extra...