An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach

<div class="floats-full-page floats-full-page-other"><h2>Table 6</h2><div class="floats-full-page-caption"><div>Feature importance of random forest models for action value prediction.</div></div><div class="floats-full-page-content"><table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr /></td></tr><tr class="thead"><td class="align_left">Model RR1</td><td class="align_center">FI_RR1 (%)</td><td class="align_center">Model RR2</td><td class="align_center">FI_RR2 (%)</td><td class="align_center">Model RR3</td><td class="align_center">FI_RR3 (%)</td></tr><tr><td class="thead-hr" colspan="6"><hr /></td></tr><tr><td class="align_left">Speed</td><td class="align_center">34.2</td><td class="align_center"><i>D</i>_WSSS</td><td class="align_center">82.7</td><td class="align_center">Course</td><td class="align_center">46.6</td></tr><tr><td class="align_left"><i>D</i>_WSSS</td><td class="align_center">32.1</td><td class="align_center"><i>V</i>_Speed</td><td class="align_center">5.2</td><td class="align_center">Longitude</td><td class="align_center">30.1</td></tr><tr><td class="align_left">Altitude</td><td class="align_center">6.3</td><td class="align_center">Altitude</td><td class="align_center">4.0</td><td class="align_center">Latitude</td><td class="align_center">10.4</td></tr><tr><td class="align_left"><i>T</i>_Remain</td><td class="align_center">5.0</td><td class="align_center"><i>T</i>_Remain</td><td class="align_center">2.7</td><td class="align_center"><i><u>D</u></i>_RPLL</td><td class="align_center">1.7</td></tr><tr><td class="align_left"><i>V</i>_Speed</td><td class="align_center">3.2</td><td class="align_center">Speed</td><td class="align_center">0.8</td><td class="align_center"><i>T</i>_Remain</td><td class="align_center">1.6</td></tr><tr><td class="align_left">Longitude</td><td class="align_center">2.9</td><td class="align_center">Course</td><td class="align_center">0.8</td><td class="align_center">Altitude</td><td class="align_center">1.4</td></tr><tr><td class="align_left">Course</td><td class="align_center">2.8</td><td class="align_center">Longitude</td><td class="align_center">0.6</td><td class="align_center"><i>D</i>_WSSS</td><td class="align_center">1.1</td></tr><tr><td class="align_left">Latitude</td><td class="align_center">2.1</td><td class="align_center">Latitude</td><td class="align_center">0.5</td><td class="align_center"><i>V</i>_Speed</td><td class="align_center">0.9</td></tr><tr><td class="align_left">Hour</td><td class="align_center">1.7</td><td class="align_center">Hour</td><td class="align_center">0.4</td><td class="align_center">Speed</td><td class="align_center">0.9</td></tr><tr><td class="align_left">Month</td><td class="align_center">1.5</td><td class="align_center">Month</td><td class="align_center">0.3</td><td class="align_center">Hour</td><td class="align_center">0.8</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 6 | An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach

title

Table 6: An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach

description

Table 6

About this journal

<p><em>Complexity</em> publishes original research and review articles across a broad range of disciplines with the purpose of reporting important advances in the scientific study of complex systems.</p>


Journal profile

Meet the editorial board

<p>Chief Editor, Prof Sayama, is currently researching complex dynamical networks, human and social dynamics, artificial life, and interactive systems while working at Binghamton University, State University of New York.</p>


Editor spotlight

Submit to Special Issue

We currently have a number of Special Issues open for submission. Special Issues highlight emerging areas of research within a field, or provide a venue for a deeper investigation into an existing research area.

Special Issues

Author guidelines

Editorial board

Databases and indexing

Complexity publishes original research and review articles across a broad range of disciplines with the purpose of reporting important advances in the scientific study of complex systems.