An Application of Fuzzy Multiple Linear Regression in Biological Paradigm

<table class="table-group" id="tab7"><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">0.025824</td></tr><tr><td class="align_left">BIC</td><td class="align_center">944.26</td><td class="align_center">−225.783</td></tr><tr><td class="align_left">RMSE</td><td class="align_center">7.00248</td><td class="align_center">0.1607</td></tr><tr><td class="align_left">RAE</td><td class="align_center">4903.473</td><td class="align_center">2.582449</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

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Table 7

Table 7: An Application of Fuzzy Multiple Linear Regression in Biological Paradigm 