Wheat Yield Assessment using Decision Tree Algorithms
Main Article Content
Abstract
Prediction of agriculture yield with the help of data mining tools and techniques is one of the emerging research domains from past couple of years. This paper focuses on studying the effects of rainfall and relative humidity on three different stages of wheat crop and thus generating rules about crop yield using decision tree induction technique. A comparison of different classification algorithms is also done to discover the best rules about wheat crop yield with maximum accuracy and least errors. These study findings will help the farmers in future to predict their wheat crop yield in advance before crop growing season.
Downloads
Download data is not yet available.
Article Details
Section
Articles
COPYRIGHT
Submission of a manuscript implies: that the work described has not been published before, that it is not under consideration for publication elsewhere; that if and when the manuscript is accepted for publication, the authors agree to automatic transfer of the copyright to the publisher.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work
- The journal allows the author(s) to retain publishing rights without restrictions.
- The journal allows the author(s) to hold the copyright without restrictions.