期刊名称:International Journal of Advanced Research In Computer Science and Software Engineering
印刷版ISSN:2277-6451
电子版ISSN:2277-128X
出版年度:2013
卷号:3
期号:10
出版社:S.S. Mishra
摘要:The soil classification results that are available from a Neural Networks system have the probabili ty of being numerical and vague. Analysis of this result to provide a human interpretable output becomes mandatory. The current project deals with constructing a complete system that provides human understandable output. The system is divided into two broad categories. The initial phase deals with organizing the attributes, finding their associations and finding the final set of values that are incorporated with their corresponding weights. These properties are incorporated into the Neural networks for finding the results. The second phase classifies these results, and constructs fuzzy rules based on the inputs and outputs. All the rules are combined to form a fuzzy rule set that provides the user with suitable results.