Pesticide Toxicity Classification using Data Mining Techniques
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2015, Vol 3, Issue 8
Abstract
Agriculture is the main occupation of our working population in India. The techniques and strategies used in agriculture since ancient times varied with many different civilizations. As time varied, the attitude towards production of crops changed according to the necessities. Pesticide is considered as an integral input for crop production during the green revolution regime. The application of pesticides was justified due to social and economic consideration, when food security was the major concern. However, these estimates were made without any regard for the environmental and human health effects of pesticide use. Chemical exposure may contribute to the increasing occurrence of the health disorders and various serious unrecoverable diseases. Many are the victims who are prone to these affects due to lack of awareness. To bring such awareness, some study on agricultural data, some of the data mining techniques can be used. We can classify the pesticides based on their usage and nature using some of the classification algorithms which are available. Probabilistic methods like NaiveBayes and TAN are considered for the classification. Based on these probabilities, data classification helps to indicate the less usage of highly toxic pesticides and adopt alternative solutions to avoid human health hazards. A comparative analysis is made between these two data classification algorithms for the given data, so that to determine which algorithm is performing well with the classification of pesticide toxicity.
Authors and Affiliations
Issac Syam Sundar Palli| PG Research Scholar, Department of Computer Science Technology V.R.Siddhartha Engineering College, India 1 issacoutlook@outlook.com, Sandeep Yelisetti| Assistant Professor at Department of Computer Science Technology V.R.Siddhartha Engineering College, India 2 sandeep.yellisetti@gmail.com
Keywords
Related Articles
- EP ID EP16535
- DOI -
- Views 293
- Downloads 11
Enhanced performance of micro grid in islanded mode with multi level inverter
Micro grids frameworks are little scale power supply arranges that have neighborhood power era. Micro grids network got to be one of the key spot in examination on dispersed vitality frameworks. Micro grids are fit f...
A New Approach to NCL Selection In DTNS Based On a Probabilistic Selection Metric
The propose of caching technique in wireless ADHOC networks profits by the supposition of existing end-to-end ways amidst mobile nodes, and the way from a supplicant to the information source leftovers unaltered ever...
We propose a close real-time and cost-effective semantic questions based approach, called FAST. The thought behind FAST is to investigate and abuse the semantic connection inside and among datasets by means of relati...
This paper Proposed another present control topology for network associated based circulated age (DG), which encourages the DG to trade a sinusoidal current into the utility matrix in spite of the mutilated lattice vo...
We propose a safe information sharing plan for dynamic individuals. Initially, we propose a protected path for key conveyance with no safe correspondence channels, and the clients can safely get their private keys fr...