Heart Disease Diagnosis Utilizing Hybrid Fuzzy Wavelet Neural Network and Teaching Learning Based Optimization Algorithm

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td align="left">The type of the output</td><td align="center" rowspan="2">The value of the output</td></tr><tr class="thead"><td align="left">(diagnosis of heart disease)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td align="left">Abnormal</td><td align="center" rowspan="2">1</td></tr><tr><td align="left">(Probability of diameter narrowing &gt;50%)</td></tr><tr><td align="left">Normal</td><td align="center" rowspan="2">0</td></tr><tr><td align="left">(Probability of diameter narrowing &lt;50%)</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Properties of the output heart dataset’s attributes.

Advances in Artificial Neural Systems

tab2

Table 2

Table 2: Heart Disease Diagnosis Utilizing Hybrid Fuzzy Wavelet Neural Network and Teaching Learning Based Optimization Algorithm 