Complexity / 2020 / Article / Tab 6

Research Article

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

Table 6

Feature importance of random forest models for action value prediction.

Model RR1FI_RR1 (%)Model RR2FI_RR2 (%)Model RR3FI_RR3 (%)

Speed34.2D_WSSS82.7Course46.6
D_WSSS32.1V_Speed5.2Longitude30.1
Altitude6.3Altitude4.0Latitude10.4
T_Remain5.0T_Remain2.7D_RPLL1.7
V_Speed3.2Speed0.8T_Remain1.6
Longitude2.9Course0.8Altitude1.4
Course2.8Longitude0.6D_WSSS1.1
Latitude2.1Latitude0.5V_Speed0.9
Hour1.7Hour0.4Speed0.9
Month1.5Month0.3Hour0.8

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