Water Quality Monitoring Method Based on TLD 3D Fish Tracking and XGBoost

Table 5

Comparison of XGBoost and SVM classification.

Types
SVM-time/s	10.016	13.330	15.241	15.730	16.052	16.412
XGBoost-time/s	0.060	0.066	0.073	0.075	0.089	0.094
SVM-accuracy%	93.65	94.50	65.60	66.90	50.00	50.00
XGBoost-accuracy%	93.45	96.88	98.07	98.07	97.92	97.92
SVM-	0.12	0.058	0.058	0.058	0.012	0.012
SVM-	7.46	3.73	7.46	7.46	7.46	7.46