Implementation of Data Mining Techniques for Soil Quality Analysis
Keywords:
J48 Classifier, Naïve Bayes Classifier.Abstract
Data Mining is a method which centers on expansive data sets to remove data for expectation and disclosure of concealed patterns. Data Mining is appropriate for different zones like human services, protection, showcasing, retail, correspondence, agriculture. At first, this information extraction was figured and assessed physically utilizing measurable systems. Along these lines, semi-automated data mining systems rose due to the progression in the innovation. Such headway was additionally as a capacity which expands the requests of examination. In such case, semi-mechanized systems have turned out to be wasteful. Consequently, robotized data mining systems were acquainted with blend information productively. A study of the accessible writing on data mining and pattern recognition for soil data mining is displayed in this paper. Data mining in Agricultural soil datasets is a generally novel research field. Proficient strategies can be produced and customized for explaining complex soil datasets utilizing data mining.
References
- Mrs. N. Hemageetha1 , Dr. G.M. Nasira Analysis of Soil condition Based on pH value Using Classification Techniques Nov.-Dec. 2016
- S.S.Baskar L.Arockiam S.Charles "Applying Data Mining Techniques on Soil Fertility Prediction" International Journal of Computer Applications Technology and Research Volume 2– Issue 6, 660 - 662, 2013
- Ravindra M, V. Lokesha, Prasanna Kumara, Alok Ranjan "Study and Analysis of Decision Tree Based Irrigation Methods in Agriculture System" International Journal of Emerging Technology and Advanced Engineering ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 2, Issue 12, December 2012
- D Ramesh, B Vishnu Vardhan "Region Specific Crop Yield Analysis: A Data Mining Approach" UACEE International Journal of Advances in Computer Science and its Applications – IJCSIA Volume 3 : Issue 2 [ISSN 2250 – 3765] 05 June 2013
- S. Veenadhari, Dr. Bharat Mishra, Dr.CD Singh "Soybean Productivity Modeling using Decision Tree Algorithms" International Journal of Computer Applications (0975 – 8887Volume 27– No.7, August 2011
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