A Probabilistic Neural Network Approach for Classification of Datasets Collected from North Coastal Districts of AP, India Using MatLab

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2015 English Publisher:Elsevier BVJournal:Procedia Computer Science, volume 48, pages 715-721 (issn: 1877-0509,

Copyright policy )

Authors: Vital, T. Panduranga; Raju, G.S.V. Prasada; Sreeramamurthy, K.; Charan, V.P. Venkata;

doi: 10.1016/j.procs.2015.04.206

A Probabilistic Neural Network Approach for Classification of Datasets Collected from North Coastal Districts of AP, India Using MatLab

- Summary
- Subjects
- Metrics

Abstract

AbstractData mining is an important tool to analyze the data for diseased datasets. The data has been collected from North coastal districts of AP, India during 2011 to 2014 with 504 instances and 56 attributes. The methods like Confusion matrix, ROC, Best validation performance, R value, SOM Topology, Hits, SOM Neighbor Connections, Neighbor weight distances and SOM weight positions were analysed using MatLab version 7.6.0 (R2008a) from the collected dataset from north coastal districts of AP, India in the present study.

Related Organizations

Keywords

PNN, India, North coastal districts of AP, Data mining, Cancer

Impact byBIP!

	selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	4
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average