Development Mathematical Model for Brick Works Productivity by Using Support Vector Machine

摘要

The purpose of this research is to exploring and analyzing the concept of support vector machine and develop the mathematical model for brickworks productivity in Iraqi construction sector. One model was built to prediction of brick work Productivity. Seventeen variables adopted to developed model, The results illustrate that the predicting with Support Vector Machine was significantly more precise with average accuracy equal (86%) and correlation coefficient (r) equal(6.67).