A Five-Level Wavelet Decomposition and Dimensional Reduction Approach for Feature Extraction and Classification of MR and CT Scan Images

<div class="floats-full-page floats-full-page-other"><h2>Table 3</h2><div class="floats-full-page-caption">Accuracy for 80 and 20 percent training and testing data.</div><div class="floats-full-page-content"><table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr /></td></tr><tr class="thead"><td class="align_left">Classifier </td><td class="align_center">[<a href="../../9571262/#B21">23</a>] </td><td class="align_center">[<a href="../../9571262/#B22">24</a>] </td><td class="align_center">[<a href="../../9571262/#B28">26</a>] </td><td class="align_center">Prop. Algo. </td></tr><tr><td class="thead-hr" colspan="5"><hr /></td></tr><tr><td class="align_center" colspan="5">Dataset 1</td></tr><tr><td class="align_left">KNN</td><td class="align_center">72.0</td><td class="align_center">72.0</td><td class="align_center">72.0</td><td class="align_center">80.0</td></tr><tr><td class="align_left">ANN</td><td class="align_center">51.3</td><td class="align_center">56.5</td><td class="align_center">52.5</td><td class="align_center">58.3</td></tr><tr><td class="align_left" colspan="5"><hr /></td></tr><tr><td class="align_left"> </td><td class="align_center"> </td><td class="align_center">Dataset 2</td><td class="align_center"> </td><td class="align_center"> </td></tr><tr><td class="align_left">KNN</td><td class="align_center">69.4</td><td class="align_center">63.8</td><td class="align_center">47.2</td><td class="align_center">72.2</td></tr><tr><td class="align_left">ANN</td><td class="align_center">64.4</td><td class="align_center">40.0</td><td class="align_center">45.6</td><td class="align_center">68.3</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 3 | A Five-Level Wavelet Decomposition and Dimensional Reduction Approach for Feature Extraction and Classification of MR and CT Scan Images

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Table 3: A Five-Level Wavelet Decomposition and Dimensional Reduction Approach for Feature Extraction and Classification of MR and CT Scan Images

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Table 3

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