Research Article

Interval Prediction Method for Solar Radiation Based on Kernel Density Estimation and Machine Learning

Table 5

Comparison of PIs obtained using SC and SC-KDE methods.

0.950.90.8
MethodModelPICPPINAWCWCPICPPINAWCWCPICPPINAWCWC

SCRF0.4760.0395463.3290.4510.0382849.3440.4010.031665.993
V-SVR0.4760.002280.1710.451022.4950.4000.00244.055
Rprop-ANN0.4760.0202801.7070.4510.1108248.1020.4000.1373017.763
SC-KDERF0.9500.2540.5080.9010.1530.3020.8080.1040.189
V-SVR0.9560.0020.0040.9080.0040.0070.8140.0030.005
Rprop-ANN0.9530.0120.0230.9200.0150.0240.8060.0010.002