Generalized Estimating Equations Boosting (GEEB) machine for correlated data

Journal of Big Data

Table 9 Simulation results of GEEB with Model 3, GEE, XGBoost, and SVM concerning the hierarchical structure

	GEEB with Model 3		GEE		SVM		XGBoost
	Mean	SD	Mean	SD	Mean	SD	Mean	SD
A1	100.08083977	26.95404996	100.53386987	27.01249069	112.12767754	28.54215119	112.45269936	29.44731637
B1	94.62586832	15.18795180	94.71798990	15.19590222	97.14783528	14.83062427	97.25146238	14.91062380
C1	93.71743381	10.99309471	93.72922513	11.00408210	90.40457748	9.85050686	89.93082567	9.61089664
A2	96.03755343	22.65889734	96.23774067	22.72473623	104.40697571	22.75368670	104.88445968	23.75001617
B2	93.37919664	16.73492992	93.43940338	16.74627032	95.02183905	15.85076210	96.11347731	15.67838128
C2	93.48196280	11.11303043	93.50204072	11.11896335	86.94844371	9.21310427	88.78844514	9.10177358
A3	102.45040297	24.35281831	102.69909140	24.41306419	118.07327362	27.03897431	114.26875449	26.96785652
B3	96.32194755	14.34927426	96.39570954	14.33870888	106.81904823	15.78853772	100.11787803	14.83848559
C3	94.90869049	10.16099839	94.92992517	10.15832247	101.35317458	10.98376852	92.15629237	9.65414782
A4	109.33152319	27.73652633	109.78894802	27.96769900	133.14030348	34.12907936	128.82575872	34.37172626
B4	98.90918803	14.57846063	98.95471693	14.59775801	121.15671344	18.36387217	110.17394078	17.18216334
C4	96.02364853	10.37016019	96.04458325	10.37370905	114.01629456	12.36584604	99.61407890	10.44030172
A5	103.01510905	21.90171557	103.25681055	21.95059436	127.62577943	26.34114910	120.12543242	25.97924278
B5	98.29750455	14.52335686	98.37712698	14.54756006	124.33607693	18.58431286	112.72063341	17.06058754
C5	95.51996369	9.40236520	95.52869609	9.41868433	116.96334753	11.41679679	100.50386001	9.88936982