International Journal of Engineering and Emerging Technology
Vol 5 No 2 (2020): July - December

Comparison of Model Prediction for Tile Production in Tabanan Regency with Orange Data Mining Tool

Ida Bagus Putu Jayawiguna (Udayana University)



Article Info

Publish Date
14 Dec 2020

Abstract

Data can not only be saved, but the data can be processed to be a representation of new knowledge. Tile production data in Tabanan Regency is one of them, this data consists of variables that affect the results of tile production in Tabanan Regency. Tile production in Tabanan Regency is relatively declining, therefore a predictive modeling is needed to predict the results of tile production and see which variables most influence tile production. Some data mining techniques such as classification tree, AdaBost, kNN can be used to perform the prediction modeler. In this study predictions using several methods then compare the effectiveness of these methods and look for variables that are more influential on tile production using Linear Regression. Orange data mining tool is used in this study, the use of Orange Data Mining is because this tool is based on GUI so that it can be used easily and can be utilized even by ordinary people. This study produces the best value on the comparison of the methods used and the most influential variables.

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Journal Info

Abbrev

ijeet

Publisher

Subject

Civil Engineering, Building, Construction & Architecture Computer Science & IT Electrical & Electronics Engineering Mechanical Engineering

Description

International Journal of Engineering and Emerging Technology is the biannual official publication of the Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University. The journal is open to submission from scholars and experts in the wide areas of engineering, such as civil ...