A Novel and Effective Brain Tumor Classification Model Using Deep Feature Fusion and Famous Machine Learning Classifiers

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Tumor type</td><td class="align_center"><i>F</i>1-score</td><td class="align_center">Recall</td><td class="align_center">Precision</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Glioma</td><td class="align_center">1.0</td><td class="align_center">1.0</td><td class="align_center">1.0</td></tr><tr><td class="align_left">Meningioma</td><td class="align_center">0.99</td><td class="align_center">1.0</td><td class="align_center">0.99</td></tr><tr><td class="align_left">Pituitary</td><td class="align_center">1.0</td><td class="align_center">1.0</td><td class="align_center">1.0</td></tr><tr><td class="align_left">Average</td><td class="align_center">0.99</td><td class="align_center">1.0</td><td class="align_center">0.99</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Class-wise evaluation metrics obtained from confusion matrix.</div>

Computational Intelligence and Neuroscience

tab6

Table 6

Table 6: A Novel and Effective Brain Tumor Classification Model Using Deep Feature Fusion and Famous Machine Learning Classifiers 