An Application of Fuzzy Multiple Linear Regression in Biological Paradigm

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Error computation</td><td class="align_center">Multiple regression</td><td class="align_center">Fuzzy regression</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">MSE</td><td class="align_center">49.03473</td><td class="align_center">0.086875</td></tr><tr><td class="align_left">BIC</td><td class="align_center">944.26</td><td class="align_center">−20.168</td></tr><tr><td class="align_left">RMSE</td><td class="align_center">7.00248</td><td class="align_center">0.294746</td></tr><tr><td class="align_left">RAE</td><td class="align_center">4903.473</td><td class="align_center">8.687522</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Error comparison of multiple regression and fuzzy multiple regression.</div>

Complexity

tab6

Table 6

Table 6: An Application of Fuzzy Multiple Linear Regression in Biological Paradigm 