Fast Prediction with Sparse Multikernel LS-SVR Using Multiple Relevant Time Series and Its Application in Avionics System

Table 1

Prediction results of simulation Experiment 1.

Method	Training time (s)	Prediction time (s)	Mean RMSE
LS-SVR without sparseness	0.001053	0.018954	1.5032
Method of [50]
	0.002072	0.009461	1.8673
	0.003179	0.009241	1.7780
The proposed method	0.002242	0.009407	1.6160