Generalized Estimating Equations Boosting (GEEB) machine for correlated data

Journal of Big Data

Table 10 Simulation results of GEEB with Model 3, GEE, SVM, and XGBoost with a small sample size

	N of clusters	GEEB with Model 3		GEE		SVM		XGBoost
	N of clusters	Mean	SD	Mean	SD	Mean	SD	Mean	SD
A1	[12, 16]	100.08083977	26.95404996	100.53386987	27.01249069	112.12767754	28.54215119	112.45269936	29.44731637
A2	[14, 18]	96.03755343	22.65889734	96.23774067	22.72473623	104.40697571	22.75368670	104.88445968	23.75001617
A3	[30, 42]	102.45040297	24.35281831	102.69909140	24.41306419	118.07327362	27.03897431	114.26875449	26.96785652
A4	[72, 96]	109.33152319	27.73652633	109.78894802	27.96769900	133.14030348	34.12907936	128.82575872	34.37172626
A5	[105, 135]	103.01510905	21.90171557	103.25681055	21.95059436	127.62577943	26.34114910	120.12543242	25.97924278