Decision Support System for Agriculture Industry using Crowd Sourced Predictive Analytics

被引:0
|
作者
Remya, S. [1 ]
Sasikala, R. [1 ]
机构
[1] VIT Univ, Dept CSE, Vellore, Tamil Nadu, India
关键词
Predictive analytics; coir fiber; fuzzy-C4.5; crowdsourcing;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
It is really tough to manually examine the raw data. The Datamining strategies are used to detect the applicable information from uncooked data. The data mining algorithms are efficient for retrieving a specific pattern. In Datamining techniques decision trees are the most commonly used methods for predicting the outcome or behavior of a pattern because they can successfully and efficiently visualize the facts. Presently several decision tree algorithms are advanced for predictive analysis. Right here we gathered a dataset for rubberized mattress, from coir board CCRI, and applied the several decision tree algorithms on the data set and as compared every one. Every set of rules gives a completely unique choice tree from the input statistics. This paper focuses in particular on the Fuzzy c4.5 set of rules and compares one-of-a-kind choice tree algorithms for predictive analysis. Here by using predictive analytics, a decision can be made for each rubberized firms.
引用
收藏
页码:310 / 318
页数:9
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