Failure Prediction of Aircraft Equipment Using Machine Learning with a Hybrid Data Preparation Method

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Parameters</td><td class="align_center">Description</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Batch size</td><td class="align_center">100</td></tr><tr><td class="align_left">Attribute selection method</td><td class="align_center">No attribute selection</td></tr><tr><td class="align_left">Ridge</td><td class="align_center">1.0<i>E</i> − 8</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

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Table 6

Table 6: Failure Prediction of Aircraft Equipment Using Machine Learning with a Hybrid Data Preparation Method 