Assessing the Applicability of Random Forest, Stochastic Gradient Boosted Model, and Extreme Learning Machine Methods to the Quantitative Precipitation Estimation of the Radar Data: A Case Study to Gwangdeoksan Radar, South Korea, in 2018

Table 3

Tested models for quantitative precipitation estimation from radar data.

Model	Input variables
	Z	Z, DR	Z, KD	DR, KD	Z, DR, KD
ZR-L1	ZR1-L1	ZR2-L1	ZR3-L1	ZR4-L1	ZR5-L1
ZR-L0	ZR1-L0	ZR2-L0	ZR3-L0	ZR4-L0	ZR5-L0
RF	RF1	RF2	RF3	RF4	RF5
GBM	GBM1	GBM2	GBM3	GBM4	GBM5
ELM	ELM1	ELM2	ELM3	ELM4	ELM5