A Prediction Method of Electromagnetic Environment Effects for UAV LiDAR Detection System

Table 4

Comparison of eight model indicators.

Model	Accuracy	Hamming	Kappa
ADB	0.7360	0.2639	0.6480
SVC	0.8150	0.1849	0.7534
RF	0.8717	0.1282	0.8290
DT	0.8850	0.1149	0.8467
XGB	0.9085	0.0914	0.8780
GBDT	0.9497	0.0502	0.9329
KNN	0.9636	0.0363	0.9515
Staking (DXGK)	0.9762	0.0336	0.9652