Table 4 The comparison of prediction errors in longitude.

From: Aircraft trajectory prediction and aviation safety in ADS-B failure conditions based on neural network

Evaluation Indicators

Longitude

Adaboost

Decision Tree

KNN

MLP

Random Forest

RBF

SVR

Bi-LSTM

MSE

0.000945

0.000215

0.000084

0.002521

0.000031

0.000037

0.000376

0.000009

MAE

0.026065

0.012394

0.007666

0.043486

0.004397

0.004957

0.016587

0.002379

MAPE

0.002021

0.000963

0.000596

0.003373

0.000341

0.000385

0.001287

0.000185

  1. Significant values are in bold underline.
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