Prediction of Rainfall Using Backpropagation Neural Network Model
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 4
Abstract
Agriculture is the predominant occupation in India, accounting for about 52% of employment. The Irrigation acilities are nadequate, as revealed by the fact that only 52.6% of the land was irrigated in 2009–10 which result in farmers still being ependent on ainfall, specifically the Monsoon season. A good monsoon results in a robust growth for the economy as a hole, while a poor monsoon leads to a sluggish growth. . rtificial eural twork is one of the most widely used pervised echniques of data mining. In this paper we used the back ropagation eural network odel for predicting the rainfall based on humidity, dew point and pressure in the country INDIA. wo-Third of the data was used for training and ne-third for testing .The number of training and testing patterns are 250 training and 120 testing .In the training we obtained 99.79% of accuracy and in Testing we obtained 94.28% of accuracy. rom these results we can predict the rainfall for the future.
Authors and Affiliations
Enireddy. Vamsidhar , K. V. S. R. P. Varma , P. Sankara Rao , Ravikanth satapati
Keywords
Related Articles
- EP ID EP124234
- DOI -
- Views 110
- Downloads 0
Comparative study on Relational data sets and XML data sets in J2EE system
In the real world extracting information entirely depends up on the type of the information, type of the structures used to maintain the information and type of the application programs used to extract the information. M...
A Single Hidden Layered Fuzzy Back propagation Algorithm for Joint Radio Resource Management in Radio Access Systems
In this paper, we propose a single hidden layered fuzzy neural algorithm, which is able to provide a better quality of service constraints in a multi-cell scenario with three different radio access technologies (RATs) na...
Digital Image Search & Retrieval using FFT Sectors of Color Images
Abstract- This paper presents the method developed to search and retrieve similar images from a large database. The Fourier transform is used to generate the feature vectors based on the mean values of real and imaginary...
Effect of Varying Node Density and Routing Zone Radius in ZRP: A Simulation Based Approach
The Zone Routing Protocol (ZRP) is a hybrid routing protocol for MANET which combines the advantages of the proactive and reactive approaches by maintaining an up-to-date topological map of a zone centered on each node....
A Novel Search Engine to trace Medical Information Needs using Medical Domain Ontology
Information retrieval in medical domain is now sharing major part of the web search. Now a day’s most of the people especially adults are browsing health care and medical information at their homes using internet. Medica...