Research Article

Deep Echo State Network with Variable Memory Pattern for Solar Irradiance Prediction

Table 5

MC comparison of six different models.

ModelMC

ESN12.377
DESN18.754
VMP-ESN 11.791
VMP-ESN 11.612
VMP1-DESN 17.629
VMP1-DESN 15.933
VMP3-DESN 19.682
VMP3-DESN 18.476
VMP2-DESN 27.156
VMP2-DESN 41.617
VMP2-DESN 54.289
VMP2-DESN 56.645
VMP2-DESN 56.225