Comparison

fit_model	Subject	ACC	LogL	LogPr	LogPo	AIC	BIC	param_1	param_2	param_3
TD	1	65.83	228.85	NA	NA	461.70	469.47	0.0143713	0.2756509	NA
TD	2	73.06	184.18	NA	NA	372.36	380.13	0.0455463	0.7172987	NA
TD	3	55.00	223.02	NA	NA	450.04	457.81	0.0100000	0.0100000	NA
TD	4	90.28	70.35	NA	NA	144.70	152.47	0.0029044	0.8815768	NA
TD	5	94.72	50.37	NA	NA	104.74	112.51	0.0000000	1.1062498	NA
TD	6	49.72	228.56	NA	NA	461.12	468.89	0.0100000	0.0100000	NA
TD	7	51.11	226.05	NA	NA	456.10	463.87	0.0100000	0.0100000	NA
TD	8	60.83	210.83	NA	NA	425.66	433.43	0.3505649	0.0534842	NA
TD	9	59.17	206.09	NA	NA	416.18	423.95	0.0591761	0.0503162	NA
TD	10	96.94	36.97	NA	NA	77.94	85.71	0.0000000	1.2772023	NA
TD	11	52.78	235.74	NA	NA	475.48	483.25	0.0679432	0.0314244	NA
TD	12	57.78	207.35	NA	NA	418.70	426.47	0.2070158	0.0463402	NA
TD	13	92.50	56.47	NA	NA	116.94	124.71	0.0000000	0.8413364	NA
TD	14	57.78	220.56	NA	NA	445.12	452.89	0.0816791	0.0448946	NA
TD	15	86.67	121.04	NA	NA	246.08	253.85	0.0000000	0.5413882	NA
TD	16	49.72	227.53	NA	NA	459.06	466.83	0.0100000	0.0100000	NA
TD	17	72.50	169.43	NA	NA	342.86	350.63	0.0655325	0.5483223	NA
TD	18	60.56	219.27	NA	NA	442.54	450.31	0.0000000	0.0389606	NA
TD	19	54.44	235.90	NA	NA	475.80	483.57	0.0100000	0.0100000	NA
TD	20	96.39	36.47	NA	NA	76.94	84.71	0.0000000	1.2009091	NA
TD	21	96.67	38.89	NA	NA	81.78	89.55	0.0000000	1.0417051	NA
TD	22	52.50	227.66	NA	NA	459.32	467.09	0.0100000	0.0100000	NA
TD	23	52.50	227.39	NA	NA	458.78	466.55	0.0100000	0.0100000	NA
TD	24	92.78	109.93	NA	NA	223.86	231.63	0.0000000	1.8440852	NA
TD	25	90.00	91.60	NA	NA	187.20	194.97	0.0000000	0.7157335	NA
TD	26	48.06	265.70	NA	NA	535.40	543.17	0.0100000	0.0100000	NA
TD	27	53.61	229.50	NA	NA	463.00	470.77	0.0100000	0.0100000	NA
TD	28	55.56	226.12	NA	NA	456.24	464.01	0.0100000	0.0100000	NA
TD	29	86.94	123.71	NA	NA	251.42	259.19	0.0014851	0.6533357	NA
TD	31	93.89	57.87	NA	NA	119.74	127.51	0.0000000	0.8832974	NA
TD	32	86.39	113.35	NA	NA	230.70	238.47	0.0000000	0.5278165	NA
TD	34	97.78	27.52	NA	NA	59.04	66.81	0.0000000	1.5125394	NA
TD	35	91.11	78.39	NA	NA	160.78	168.55	0.0000000	0.7145889	NA
TD	36	88.61	92.23	NA	NA	188.46	196.23	0.0000000	0.6896061	NA
TD	37	54.17	230.38	NA	NA	464.76	472.53	0.0100000	0.0100000	NA
TD	38	91.11	142.27	NA	NA	288.54	296.31	0.1423002	4.9322772	NA
TD	39	50.56	232.04	NA	NA	468.08	475.85	0.0000000	0.0256337	NA
TD	40	78.89	123.97	NA	NA	251.94	259.71	0.0074722	0.5618780	NA
TD	41	61.11	217.03	NA	NA	438.06	445.83	0.1698976	0.0411360	NA
TD	42	89.44	172.69	NA	NA	349.38	357.15	0.9484868	1.2203071	NA
TD	43	95.83	39.27	NA	NA	82.54	90.31	0.0000000	0.9925988	NA
TD	44	61.67	211.69	NA	NA	427.38	435.15	0.2487004	0.0526446	NA
TD	45	91.39	65.63	NA	NA	135.26	143.03	0.0000000	0.8336235	NA
TD	46	60.00	206.95	NA	NA	417.90	425.67	0.1385344	0.0639856	NA
TD	47	86.94	167.15	NA	NA	338.30	346.07	0.0028106	0.9823155	NA
TD	48	54.44	220.68	NA	NA	445.36	453.13	0.2132153	0.0366104	NA
TD	49	91.94	82.12	NA	NA	168.24	176.01	0.0000000	0.7462254	NA
TD	50	62.22	180.97	NA	NA	365.94	373.71	0.0591775	0.2576474	NA
TD	51	87.78	113.62	NA	NA	231.24	239.01	0.0000000	0.6306489	NA
TD	52	55.00	238.75	NA	NA	481.50	489.27	0.2697843	0.0238395	NA
TD	53	84.17	112.32	NA	NA	228.64	236.41	0.0000000	0.5410204	NA
TD	54	55.83	235.48	NA	NA	474.96	482.73	0.0100000	0.0100000	NA
TD	55	96.11	53.34	NA	NA	110.68	118.45	0.0000000	1.0405720	NA
TD	56	53.33	230.28	NA	NA	464.56	472.33	0.0100000	0.0100000	NA
TD	57	98.06	18.82	NA	NA	41.64	49.41	0.0000000	1.4703961	NA
TD	58	90.28	86.03	NA	NA	176.06	183.83	0.0000000	0.7496835	NA
TD	59	91.39	71.70	NA	NA	147.40	155.17	0.0000000	0.7938478	NA
TD	60	80.56	133.88	NA	NA	271.76	279.53	0.0207160	1.9733884	NA
TD	61	83.33	121.14	NA	NA	246.28	254.05	0.0000000	0.5737247	NA
TD	62	55.28	224.94	NA	NA	453.88	461.65	0.0145693	0.0380126	NA
TD	63	98.06	23.38	NA	NA	50.76	58.53	0.0000000	1.5729385	NA
TD	64	96.67	45.66	NA	NA	95.32	103.09	0.0018184	4.9594548	NA
TD	65	49.72	227.66	NA	NA	459.32	467.09	0.0100000	0.0100000	NA
TD	67	78.06	121.31	NA	NA	246.62	254.39	0.0155942	0.5515983	NA
TD	68	54.72	229.22	NA	NA	462.44	470.21	0.0999037	0.0368773	NA
TD	69	49.72	257.67	NA	NA	519.34	527.11	0.0100000	0.0100000	NA
TD	70	89.72	83.73	NA	NA	171.46	179.23	0.0000000	0.6732838	NA
TD	71	56.94	222.83	NA	NA	449.66	457.43	0.0000000	0.0335514	NA
TD	72	48.06	248.22	NA	NA	500.44	508.21	0.0137500	0.0034029	NA
TD	73	53.61	232.58	NA	NA	469.16	476.93	0.0100000	0.0100000	NA
TD	74	81.67	147.73	NA	NA	299.46	307.23	0.0382215	3.4853105	NA
TD	75	55.28	224.09	NA	NA	452.18	459.95	0.3663935	0.0306274	NA
TD	76	49.44	237.70	NA	NA	479.40	487.17	0.0100000	0.0100000	NA
TD	77	55.00	204.58	NA	NA	413.16	420.93	0.2051061	0.0424141	NA
TD	78	94.44	53.04	NA	NA	110.08	117.85	0.0091284	2.1345050	NA
TD	79	90.56	76.89	NA	NA	157.78	165.55	0.0000000	0.7511757	NA
TD	80	84.72	100.55	NA	NA	205.10	212.87	0.0025699	0.5605453	NA
TD	81	52.22	234.13	NA	NA	472.26	480.03	0.0100000	0.0100000	NA
TD	82	96.11	53.42	NA	NA	110.84	118.61	0.0000000	0.9892150	NA
TD	83	51.39	229.48	NA	NA	462.96	470.73	0.0100000	0.0100000	NA
TD	84	56.94	232.40	NA	NA	468.80	476.57	0.0100000	0.0100000	NA
TD	85	51.94	233.06	NA	NA	470.12	477.89	0.0651828	0.0301906	NA
TD	86	86.67	216.29	NA	NA	436.58	444.35	0.9326746	3.6744681	NA
TD	87	78.89	164.69	NA	NA	333.38	341.15	0.0000000	0.4953749	NA
TD	88	59.72	228.23	NA	NA	460.46	468.23	0.0632048	0.0393927	NA
TD	89	55.83	229.06	NA	NA	462.12	469.89	0.0100000	0.0100000	NA
TD	90	65.00	203.92	NA	NA	411.84	419.61	0.0000000	0.1687574	NA
TD	91	83.89	124.68	NA	NA	253.36	261.13	0.0000000	0.5155209	NA
TD	92	55.00	229.54	NA	NA	463.08	470.85	0.1043927	0.0323441	NA
TD	93	79.44	148.78	NA	NA	301.56	309.33	0.0000000	0.4923160	NA
TD	94	98.33	19.28	NA	NA	42.56	50.33	0.0000000	1.3566263	NA
TD	95	84.44	122.44	NA	NA	248.88	256.65	0.0000000	0.5459210	NA
TD	96	57.78	218.39	NA	NA	440.78	448.55	0.0000000	0.0338546	NA
TD	97	88.06	74.38	NA	NA	152.76	160.53	0.0021889	0.7202926	NA
TD	98	80.28	140.44	NA	NA	284.88	292.65	0.0000000	0.5097509	NA
TD	99	91.67	61.10	NA	NA	126.20	133.97	0.0000000	0.8423078	NA
TD	100	90.56	85.62	NA	NA	175.24	183.01	0.0000000	0.7517487	NA
TD	101	69.44	179.33	NA	NA	362.66	370.43	0.0000000	0.3045461	NA
TD	102	85.28	205.76	NA	NA	415.52	423.29	0.9056898	2.2556432	NA
TD	103	94.44	52.44	NA	NA	108.88	116.65	0.0000000	0.9390000	NA
TD	104	97.50	31.24	NA	NA	66.48	74.25	0.0000000	1.2977963	NA
TD	105	95.83	43.20	NA	NA	90.40	98.17	0.0000000	0.9712908	NA
TD	106	55.00	223.43	NA	NA	450.86	458.63	0.0100000	0.0100000	NA
TD	107	77.22	121.02	NA	NA	246.04	253.81	0.0227878	0.5516438	NA
TD	108	57.50	224.82	NA	NA	453.64	461.41	0.0100000	0.0100000	NA
TD	109	68.89	161.63	NA	NA	327.26	335.03	0.0327669	0.4741031	NA
TD	110	97.50	35.70	NA	NA	75.40	83.17	0.0011666	1.1953742	NA
TD	111	89.44	75.72	NA	NA	155.44	163.21	0.0000000	0.7264073	NA
TD	113	91.11	66.53	NA	NA	137.06	144.83	0.0000000	0.7265380	NA
TD	114	86.67	93.66	NA	NA	191.32	199.09	0.0000000	0.5972752	NA
TD	115	64.72	192.67	NA	NA	389.34	397.11	0.0295221	0.3804102	NA
TD	116	51.11	227.70	NA	NA	459.40	467.17	0.0100000	0.0100000	NA
TD	117	53.06	234.70	NA	NA	473.40	481.17	0.0100000	0.0100000	NA
TD	118	92.22	72.93	NA	NA	149.86	157.63	0.0000000	0.7446877	NA
TD	119	59.44	228.06	NA	NA	460.12	467.89	0.0100000	0.0100000	NA
TD	120	92.78	59.51	NA	NA	123.02	130.79	0.0000000	0.8157528	NA
TD	121	78.33	125.91	NA	NA	255.82	263.59	0.0000000	0.4290324	NA
TD	122	83.61	122.67	NA	NA	249.34	257.11	0.0000000	0.4816528	NA
TD	123	86.39	105.22	NA	NA	214.44	222.21	0.0000000	0.6045175	NA
TD	124	51.11	234.14	NA	NA	472.28	480.05	0.0100000	0.0100000	NA
TD	125	88.89	92.40	NA	NA	188.80	196.57	0.0000000	0.7519999	NA
TD	126	61.94	210.26	NA	NA	424.52	432.29	0.0940014	0.0622343	NA
TD	127	93.89	69.65	NA	NA	143.30	151.07	0.0000000	0.9171040	NA
TD	128	54.17	232.23	NA	NA	468.46	476.23	0.0100000	0.0100000	NA
TD	129	97.22	32.44	NA	NA	68.88	76.65	0.0000000	1.2179554	NA
RSTD	1	57.78	229.76	NA	NA	465.52	477.18	0.0071656	0.0000000	0.0312955
RSTD	2	70.83	173.69	NA	NA	353.38	365.04	0.0000000	0.0000000	0.2820641
RSTD	3	88.89	81.60	NA	NA	169.20	180.86	0.0000000	0.0014425	0.5908712
RSTD	4	90.28	69.64	NA	NA	145.28	156.94	0.0026746	0.0000000	0.9023212
RSTD	5	95.28	50.26	NA	NA	106.52	118.18	0.0000000	0.1148680	1.1917434
RSTD	6	49.72	228.56	NA	NA	463.12	474.78	0.0100000	0.0100000	0.0100000
RSTD	7	88.61	85.71	NA	NA	177.42	189.08	0.0000000	0.0000000	0.6971086
RSTD	8	79.44	179.64	NA	NA	365.28	376.94	0.1359852	0.6589980	0.6807423
RSTD	9	59.72	205.62	NA	NA	417.24	428.90	0.0594118	0.1074898	0.0531065
RSTD	10	96.94	37.13	NA	NA	80.26	91.92	0.0000000	0.2516041	2.1758454
RSTD	11	58.33	228.78	NA	NA	463.56	475.22	0.4385639	0.8599174	0.0802081
RSTD	12	63.61	192.80	NA	NA	391.60	403.26	0.0608449	0.3039314	0.0599115
RSTD	13	92.50	56.49	NA	NA	118.98	130.64	0.0000000	0.0000000	0.8272811
RSTD	14	62.22	215.18	NA	NA	436.36	448.02	0.2716429	0.7450784	0.0575154
RSTD	15	86.94	121.00	NA	NA	248.00	259.66	0.0000000	0.0018752	0.5533477
RSTD	16	96.94	35.82	NA	NA	77.64	89.30	0.0021685	0.8741206	1.1374707
RSTD	17	72.22	190.36	NA	NA	386.72	398.38	0.0734815	0.0367979	0.4355408
RSTD	18	60.56	219.18	NA	NA	444.36	456.02	0.0000000	0.0054252	0.0402814
RSTD	19	60.56	218.26	NA	NA	442.52	454.18	0.0000000	0.0000000	0.0430484
RSTD	20	96.39	36.47	NA	NA	78.94	90.60	0.0000000	0.9339824	1.2119066
RSTD	21	96.39	38.96	NA	NA	83.92	95.58	0.0000000	0.0000000	0.9918398
RSTD	22	96.67	42.67	NA	NA	91.34	103.00	0.0448624	0.9541717	2.7766629
RSTD	23	95.83	43.17	NA	NA	92.34	104.00	0.0000000	0.0000000	0.9793519
RSTD	24	92.78	109.99	NA	NA	225.98	237.64	0.0152824	0.7204924	4.7185168
RSTD	25	50.56	230.67	NA	NA	467.34	479.00	0.0100000	0.0100000	0.0100000
RSTD	26	48.06	265.70	NA	NA	537.40	549.06	0.0100000	0.0100000	0.0100000
RSTD	27	92.22	65.66	NA	NA	137.32	148.98	0.0000000	0.0000000	0.8361975
RSTD	28	82.22	136.99	NA	NA	279.98	291.64	0.0570690	0.4314109	0.5190204
RSTD	29	86.67	123.10	NA	NA	252.20	263.86	0.0018775	0.0000000	0.6754992
RSTD	31	93.33	57.93	NA	NA	121.86	133.52	0.0000000	0.0000000	0.8388952
RSTD	32	85.28	110.35	NA	NA	226.70	238.36	0.0000000	0.0205340	0.6446796
RSTD	34	97.78	27.47	NA	NA	60.94	72.60	0.0000000	0.0000000	1.5616062
RSTD	35	90.28	78.40	NA	NA	162.80	174.46	0.0000000	0.0000000	0.7026190
RSTD	36	88.61	92.18	NA	NA	190.36	202.02	0.0000000	0.0000000	0.7053501
RSTD	37	90.83	88.83	NA	NA	183.66	195.32	0.0000000	0.0254351	0.7210228
RSTD	38	89.44	133.50	NA	NA	273.00	284.66	0.6419392	0.1793269	0.7366080
RSTD	39	48.06	240.83	NA	NA	487.66	499.32	0.0100000	0.0100000	0.0100000
RSTD	40	79.17	121.93	NA	NA	249.86	261.52	0.0064052	0.0000000	0.6152600
RSTD	41	60.56	218.57	NA	NA	443.14	454.80	0.1069200	0.1307092	0.0458998
RSTD	42	97.50	34.59	NA	NA	75.18	86.84	0.0292997	0.8507390	1.1832453
RSTD	43	95.83	39.27	NA	NA	84.54	96.20	0.0000000	0.0113163	1.0008794
RSTD	44	94.44	48.11	NA	NA	102.22	113.88	0.0442412	0.9096055	1.2845298
RSTD	45	91.11	65.82	NA	NA	137.64	149.30	0.0000000	0.0000000	0.7883355
RSTD	46	61.11	203.43	NA	NA	412.86	424.52	0.1557655	0.2022741	0.0925527
RSTD	47	49.44	240.99	NA	NA	487.98	499.64	0.0100000	0.0100000	0.0100000
RSTD	48	53.33	222.98	NA	NA	451.96	463.62	0.0803431	0.0617260	0.0318282
RSTD	49	91.94	82.12	NA	NA	170.24	181.90	0.0000000	0.0091067	0.7489496
RSTD	50	68.61	171.43	NA	NA	348.86	360.52	0.0000000	0.2780758	0.0847445
RSTD	51	87.78	113.63	NA	NA	233.26	244.92	0.0000000	0.0000000	0.6282711
RSTD	52	54.72	238.35	NA	NA	482.70	494.36	0.1665856	0.2374901	0.0241239
RSTD	53	84.44	113.88	NA	NA	233.76	245.42	0.0635916	0.4272059	0.5941339
RSTD	54	60.56	220.14	NA	NA	446.28	457.94	0.0000000	0.0000000	0.0378308
RSTD	55	61.11	230.43	NA	NA	466.86	478.52	0.0100000	0.0100000	0.0100000
RSTD	56	91.11	73.32	NA	NA	152.64	164.30	0.0000000	0.0000000	0.7983112
RSTD	57	98.33	18.77	NA	NA	43.54	55.20	0.0000000	0.7777289	3.1327363
RSTD	58	91.94	88.87	NA	NA	183.74	195.40	0.0056153	0.7658342	0.9707905
RSTD	59	90.83	71.72	NA	NA	149.44	161.10	0.0000000	0.0000000	0.7773092
RSTD	60	73.89	138.42	NA	NA	282.84	294.50	0.0400034	0.0000000	0.4296191
RSTD	61	81.67	121.67	NA	NA	249.34	261.00	0.0000000	0.0021994	0.5225099
RSTD	62	55.56	222.56	NA	NA	451.12	462.78	0.0653719	0.0065183	0.0406959
RSTD	63	97.50	23.65	NA	NA	53.30	64.96	0.0000000	0.3739903	1.2765353
RSTD	64	95.56	40.59	NA	NA	87.18	98.84	0.0337584	0.5342573	1.0209807
RSTD	65	49.72	227.66	NA	NA	461.32	472.98	0.0100000	0.0100000	0.0100000
RSTD	67	78.89	126.37	NA	NA	258.74	270.40	0.0379566	0.1771498	0.4345559
RSTD	68	55.00	227.27	NA	NA	460.54	472.20	0.1337145	0.1838812	0.0289540
RSTD	69	49.72	257.67	NA	NA	521.34	533.00	0.0100000	0.0100000	0.0100000
RSTD	70	91.39	88.98	NA	NA	183.96	195.62	0.0126503	0.4209165	0.9652903
RSTD	71	56.39	220.88	NA	NA	447.76	459.42	0.0000000	0.0526963	0.0347092
RSTD	72	48.06	248.19	NA	NA	502.38	514.04	0.0163900	0.0021257	0.0034538
RSTD	73	95.83	47.78	NA	NA	101.56	113.22	0.0000000	0.4567551	0.9926210
RSTD	74	65.83	173.78	NA	NA	353.56	365.22	0.0352585	0.0000000	0.1228846
RSTD	75	52.78	229.60	NA	NA	465.20	476.86	0.0427959	0.0904634	0.0333248
RSTD	76	74.72	210.10	NA	NA	426.20	437.86	0.0778898	0.4159994	0.5599480
RSTD	77	86.67	159.25	NA	NA	324.50	336.16	0.0991977	0.8337699	2.2657873
RSTD	78	91.39	61.73	NA	NA	129.46	141.12	0.0011866	0.0000000	0.7053056
RSTD	79	90.56	76.89	NA	NA	159.78	171.44	0.0000000	0.0000000	0.7467200
RSTD	80	84.72	97.86	NA	NA	201.72	213.38	0.0040038	0.0000000	0.7057431
RSTD	81	95.00	57.43	NA	NA	120.86	132.52	0.0000000	0.0525138	0.9656644
RSTD	82	96.11	53.37	NA	NA	112.74	124.40	0.0000000	0.0000000	1.0107441
RSTD	83	88.61	85.78	NA	NA	177.56	189.22	0.0000000	0.0000000	0.6622952
RSTD	84	95.83	45.78	NA	NA	97.56	109.22	0.0000000	0.0000000	0.8731065
RSTD	85	51.67	229.99	NA	NA	465.98	477.64	0.1569373	0.1327306	0.0280959
RSTD	86	86.67	216.20	NA	NA	438.40	450.06	0.9393032	0.9709900	2.7487564
RSTD	87	85.00	190.72	NA	NA	387.44	399.10	0.0311309	0.9356515	0.9902622
RSTD	88	58.61	228.34	NA	NA	462.68	474.34	0.0523765	0.0524310	0.0298434
RSTD	89	90.83	125.45	NA	NA	256.90	268.56	0.0371217	0.0809062	3.8577426
RSTD	90	67.78	193.29	NA	NA	392.58	404.24	0.0000000	0.0258489	0.2643076
RSTD	91	83.89	124.67	NA	NA	255.34	267.00	0.0000000	0.2664338	0.5189921
RSTD	92	54.44	229.53	NA	NA	465.06	476.72	0.0630826	0.0924792	0.0343221
RSTD	93	79.44	148.78	NA	NA	303.56	315.22	0.0000000	0.0000000	0.4929956
RSTD	94	98.61	18.83	NA	NA	43.66	55.32	0.0000000	0.0000000	1.8103200
RSTD	95	84.44	121.56	NA	NA	249.12	260.78	0.0000000	0.0132321	0.6008089
RSTD	96	53.61	232.60	NA	NA	471.20	482.86	0.0100000	0.0100000	0.0100000
RSTD	97	94.17	92.29	NA	NA	190.58	202.24	0.0000000	0.8497920	4.9896166
RSTD	98	85.56	188.38	NA	NA	382.76	394.42	0.0650451	0.3597623	1.9263426
RSTD	99	95.00	57.35	NA	NA	120.70	132.36	0.0179143	0.0244248	4.9967723
RSTD	100	90.83	85.49	NA	NA	176.98	188.64	0.0000000	0.0040904	0.7887964
RSTD	101	67.78	168.94	NA	NA	343.88	355.54	0.0000000	0.0151806	0.3161600
RSTD	102	57.78	223.00	NA	NA	452.00	463.66	0.2553577	0.1817430	0.0398004
RSTD	103	95.83	51.31	NA	NA	108.62	120.28	0.0300149	0.8893970	1.0312952
RSTD	104	97.50	31.20	NA	NA	68.40	80.06	0.0000000	0.1035496	1.2025206
RSTD	105	96.39	40.72	NA	NA	87.44	99.10	0.0446265	0.4982317	1.1592307
RSTD	106	86.94	84.08	NA	NA	174.16	185.82	0.0000000	0.0000000	0.5810048
RSTD	107	74.44	130.58	NA	NA	267.16	278.82	0.0087555	0.0000000	0.3526556
RSTD	108	82.22	127.35	NA	NA	260.70	272.36	0.0000000	0.0000000	0.4161131
RSTD	109	63.33	173.78	NA	NA	353.56	365.22	0.0330902	0.0160585	0.2084404
RSTD	110	97.78	35.34	NA	NA	76.68	88.34	0.0641244	0.9762592	2.1092429
RSTD	111	88.89	74.06	NA	NA	154.12	165.78	0.0436143	0.5476207	0.7402006
RSTD	113	92.22	66.24	NA	NA	138.48	150.14	0.0384227	0.9812000	0.7974823
RSTD	114	86.67	93.66	NA	NA	193.32	204.98	0.0000000	0.0000000	0.5962587
RSTD	115	66.94	177.45	NA	NA	360.90	372.56	0.0326902	0.0027529	0.2552211
RSTD	116	91.11	68.33	NA	NA	142.66	154.32	0.0000000	0.0021110	0.7496821
RSTD	117	74.17	161.01	NA	NA	328.02	339.68	0.0000000	0.0237704	0.4269217
RSTD	118	90.83	100.26	NA	NA	206.52	218.18	0.0018976	0.5979886	0.7475756
RSTD	119	98.61	14.57	NA	NA	35.14	46.80	0.0000000	0.0072139	1.5428459
RSTD	120	49.44	228.22	NA	NA	462.44	474.10	0.0100000	0.0100000	0.0100000
RSTD	121	47.50	223.71	NA	NA	453.42	465.08	0.0100000	0.0100000	0.0100000
RSTD	122	83.61	122.67	NA	NA	251.34	263.00	0.0000000	0.0000000	0.4834661
RSTD	123	86.11	107.38	NA	NA	220.76	232.42	0.0267586	0.5630137	0.6217244
RSTD	124	89.44	85.65	NA	NA	177.30	188.96	0.0000000	0.0000000	0.6927007
RSTD	125	89.72	92.40	NA	NA	190.80	202.46	0.0013141	0.5999802	0.7887528
RSTD	126	61.11	212.11	NA	NA	430.22	441.88	0.0729282	0.0682938	0.0470012
RSTD	127	95.00	69.62	NA	NA	145.24	156.90	0.0000000	0.7025277	0.9470600
RSTD	128	58.61	218.41	NA	NA	442.82	454.48	0.0000000	0.0000000	0.0339402
RSTD	129	97.78	32.42	NA	NA	70.84	82.50	0.0000000	0.0348264	1.6272156
Utility	1	48.89	256.84	NA	NA	519.68	531.34	0.0100000	0.0100000	0.0100000
Utility	2	48.89	256.71	NA	NA	519.42	531.08	0.0100000	0.0100000	0.0100000
Utility	3	89.44	81.37	NA	NA	168.74	180.40	0.0000000	0.9960441	0.6505699
Utility	4	90.28	70.16	NA	NA	146.32	157.98	0.0028769	1.0000000	0.8916164
Utility	5	95.28	50.27	NA	NA	106.54	118.20	0.0000000	1.0000000	1.1720908
Utility	6	45.56	247.63	NA	NA	501.26	512.92	0.0100000	0.0100000	0.0100000
Utility	7	88.61	85.72	NA	NA	177.44	189.10	0.0000000	0.9385410	0.9438173
Utility	8	59.44	221.37	NA	NA	448.74	460.40	0.4311967	0.3120757	0.4573257
Utility	9	56.94	221.39	NA	NA	448.78	460.44	0.2027012	0.2379440	0.4941059
Utility	10	96.94	37.12	NA	NA	80.24	91.90	0.0000000	0.9161474	3.0781851
Utility	11	53.06	239.37	NA	NA	484.74	496.40	0.5277565	0.1707721	0.5027386
Utility	12	56.94	215.88	NA	NA	437.76	449.42	0.5601123	0.1403102	0.9697142
Utility	13	92.50	56.47	NA	NA	118.94	130.60	0.0000000	0.9760905	0.9446698
Utility	14	58.61	223.32	NA	NA	452.64	464.30	0.3523841	0.5131163	0.1691299
Utility	15	86.94	121.00	NA	NA	248.00	259.66	0.0000000	0.9099445	0.8487752
Utility	16	84.72	197.07	NA	NA	400.14	411.80	0.9849298	0.6505685	4.9404679
Utility	17	76.94	149.51	NA	NA	305.02	316.68	0.0410500	0.6317926	3.2213445
Utility	18	71.39	200.07	NA	NA	406.14	417.80	0.0000000	0.6635096	1.5124762
Utility	19	51.67	252.27	NA	NA	510.54	522.20	0.0100000	0.0100000	0.0100000
Utility	20	96.39	36.47	NA	NA	78.94	90.60	0.0000000	1.0000000	1.2035373
Utility	21	95.83	38.99	NA	NA	83.98	95.64	0.0000000	1.0000000	0.9828922
Utility	22	95.28	42.52	NA	NA	91.04	102.70	0.0000000	1.0000000	0.9865762
Utility	23	49.17	252.09	NA	NA	510.18	521.84	0.0100000	0.0100000	0.0100000
Utility	24	92.78	110.00	NA	NA	226.00	237.66	0.0011503	1.0000000	2.4375784
Utility	25	90.00	91.60	NA	NA	189.20	200.86	0.0000000	0.8205006	1.6689617
Utility	26	54.17	238.11	NA	NA	482.22	493.88	0.9566980	0.4734464	0.1254415
Utility	27	51.11	252.13	NA	NA	510.26	521.92	0.0100000	0.0100000	0.0100000
Utility	28	53.06	247.54	NA	NA	501.08	512.74	0.0100000	0.0100000	0.0100000
Utility	29	53.89	230.53	NA	NA	467.06	478.72	0.0000000	0.3110227	0.4248469
Utility	31	93.89	57.87	NA	NA	121.74	133.40	0.0000000	1.0000000	0.8873906
Utility	32	86.39	113.36	NA	NA	232.72	244.38	0.0000000	0.6276668	3.2637639
Utility	34	98.33	27.28	NA	NA	60.56	72.22	0.0000000	0.9217881	5.0000000
Utility	35	51.94	252.11	NA	NA	510.22	521.88	0.0100000	0.0100000	0.0100000
Utility	36	88.61	92.18	NA	NA	190.36	202.02	0.0000000	1.0000000	0.7062411
Utility	37	53.06	251.50	NA	NA	509.00	520.66	0.0100000	0.0100000	0.0100000
Utility	38	81.67	189.68	NA	NA	385.36	397.02	0.3937067	0.5466043	4.9354369
Utility	39	49.17	236.36	NA	NA	478.72	490.38	0.0000000	0.4447915	0.1673931
Utility	40	78.89	123.97	NA	NA	253.94	265.60	0.0074823	1.0000000	0.5618984
Utility	41	57.78	225.75	NA	NA	457.50	469.16	0.1878491	0.5145280	0.1545507
Utility	42	97.78	36.47	NA	NA	78.94	90.60	0.0027386	0.9737475	3.8087020
Utility	43	95.28	39.28	NA	NA	84.56	96.22	0.0000000	1.0000000	0.9778287
Utility	44	62.22	208.85	NA	NA	423.70	435.36	0.4656172	1.0000000	0.0637283
Utility	45	53.33	247.57	NA	NA	501.14	512.80	0.0100000	0.0100000	0.0100000
Utility	46	57.50	223.96	NA	NA	453.92	465.58	0.2594565	0.1705117	0.6374859
Utility	47	47.50	252.46	NA	NA	510.92	522.58	0.0100000	0.0100000	0.0100000
Utility	48	53.06	227.83	NA	NA	461.66	473.32	0.2049534	0.4311279	0.2201330
Utility	49	50.83	256.75	NA	NA	519.50	531.16	0.0100000	0.0100000	0.0100000
Utility	50	74.17	137.70	NA	NA	281.40	293.06	0.0978765	0.4516665	3.9216085
Utility	51	51.67	256.12	NA	NA	518.24	529.90	0.0100000	0.0100000	0.0100000
Utility	52	55.00	238.28	NA	NA	482.56	494.22	0.4925510	1.0000000	0.0240777
Utility	53	56.94	248.27	NA	NA	502.54	514.20	0.0100000	0.0100000	0.0100000
Utility	54	58.33	228.46	NA	NA	462.92	474.58	0.4636596	1.0000000	0.0280804
Utility	55	95.83	53.36	NA	NA	112.72	124.38	0.0000000	1.0000000	1.0166347
Utility	56	91.39	73.30	NA	NA	152.60	164.26	0.0000000	1.0000000	0.8157794
Utility	57	98.06	18.75	NA	NA	43.50	55.16	0.0014958	1.0000000	1.7437944
Utility	58	53.89	251.49	NA	NA	508.98	520.64	0.0100000	0.0100000	0.0100000
Utility	59	91.39	71.70	NA	NA	149.40	161.06	0.0000000	0.9816322	0.8658602
Utility	60	76.94	124.89	NA	NA	255.78	267.44	0.0407897	0.9353927	0.9426922
Utility	61	83.33	121.15	NA	NA	248.30	259.96	0.0000000	0.8322128	1.2628338
Utility	62	54.44	228.12	NA	NA	462.24	473.90	0.0102569	0.4358830	0.2633932
Utility	63	71.67	135.33	NA	NA	276.66	288.32	0.0000000	0.3323795	5.0000000
Utility	64	95.56	41.41	NA	NA	88.82	100.48	0.0000000	0.9929848	0.9784812
Utility	65	85.83	107.36	NA	NA	220.72	232.38	0.0000000	1.0000000	0.6236098
Utility	67	79.44	125.13	NA	NA	256.26	267.92	0.0060457	1.0000000	0.4306871
Utility	68	53.89	234.47	NA	NA	474.94	486.60	0.3812458	0.1869268	0.5045569
Utility	69	50.56	249.53	NA	NA	505.06	516.72	1.0000000	0.0000000	0.0000000
Utility	70	89.72	83.73	NA	NA	173.46	185.12	0.0000000	1.0000000	0.6834206
Utility	71	55.83	226.72	NA	NA	459.44	471.10	0.1295627	0.7848990	0.0658150
Utility	72	48.06	248.27	NA	NA	502.54	514.20	0.0000000	0.0768085	0.1025273
Utility	73	95.28	47.79	NA	NA	101.58	113.24	0.0000000	1.0000000	0.9746877
Utility	74	64.44	181.48	NA	NA	368.96	380.62	0.0123908	1.0000000	0.2130155
Utility	75	53.33	229.69	NA	NA	465.38	477.04	0.4650045	0.5972574	0.1155988
Utility	76	50.00	239.09	NA	NA	484.18	495.84	0.5229118	0.1096308	0.4299155
Utility	77	53.61	216.22	NA	NA	438.44	450.10	0.2943375	0.3025375	0.4303308
Utility	78	93.06	57.67	NA	NA	121.34	133.00	0.0035654	0.9763407	0.9782366
Utility	79	90.56	76.92	NA	NA	159.84	171.50	0.0000006	0.9925000	0.8000446
Utility	80	85.00	98.27	NA	NA	202.54	214.20	0.0044606	0.8228253	1.7183636
Utility	81	95.83	57.27	NA	NA	120.54	132.20	0.0000000	0.8823641	1.8106027
Utility	82	96.11	53.34	NA	NA	112.68	124.34	0.0000000	0.8907687	1.7520430
Utility	83	88.61	85.65	NA	NA	177.30	188.96	0.0000000	0.8359552	1.5014848
Utility	84	96.94	44.32	NA	NA	94.64	106.30	0.0000000	1.0000000	1.1049824
Utility	85	51.11	233.10	NA	NA	472.20	483.86	0.3618773	0.5664246	0.1224782
Utility	86	55.00	226.62	NA	NA	459.24	470.90	0.8725692	0.3353832	0.2277520
Utility	87	78.89	164.68	NA	NA	335.36	347.02	0.0000000	1.0000000	0.5016794
Utility	88	59.44	229.32	NA	NA	464.64	476.30	0.2309987	0.3606002	0.3179115
Utility	89	85.83	93.92	NA	NA	193.84	205.50	0.0000000	0.9382819	0.8116283
Utility	90	65.00	203.92	NA	NA	413.84	425.50	0.0000000	0.5821584	1.2625955
Utility	91	44.17	247.57	NA	NA	501.14	512.80	0.0100000	0.0100000	0.0100000
Utility	92	51.94	236.97	NA	NA	479.94	491.60	0.7705833	0.1461350	0.4100179
Utility	93	56.94	237.20	NA	NA	480.40	492.06	0.2594333	0.0083547	0.9381014
Utility	94	98.61	18.82	NA	NA	43.64	55.30	0.0000000	1.0000000	1.8614729
Utility	95	84.44	122.43	NA	NA	250.86	262.52	0.0000000	0.9552688	0.6746513
Utility	96	57.78	218.39	NA	NA	442.78	454.44	0.0000000	1.0000000	0.0342778
Utility	97	89.44	72.83	NA	NA	151.66	163.32	0.0033185	0.8336427	1.9775348
Utility	98	48.06	252.22	NA	NA	510.44	522.10	0.0100000	0.0100000	0.0100000
Utility	99	91.94	61.10	NA	NA	128.20	139.86	0.0000000	0.6771493	4.0993306
Utility	100	90.83	85.49	NA	NA	176.98	188.64	0.0000000	1.0000000	0.7906481
Utility	101	70.00	179.33	NA	NA	364.66	376.32	0.0000000	0.8409233	0.6574714
Utility	102	55.00	236.07	NA	NA	478.14	489.80	0.5722677	0.0953060	0.8047273
Utility	103	95.00	52.36	NA	NA	110.72	122.38	0.0000000	0.9784443	1.0793816
Utility	104	67.22	182.05	NA	NA	370.10	381.76	0.0410899	0.8498099	0.5573842
Utility	105	96.11	43.19	NA	NA	92.38	104.04	0.0000000	0.9586436	1.1956299
Utility	106	88.06	83.78	NA	NA	173.56	185.22	0.0000000	0.9431147	0.8182901
Utility	107	73.61	132.85	NA	NA	271.70	283.36	0.0122727	0.9986163	0.3860864
Utility	108	83.61	127.09	NA	NA	260.18	271.84	0.0000000	0.6506227	2.4519022
Utility	109	66.67	168.04	NA	NA	342.08	353.74	0.0318466	0.6935545	1.5323238
Utility	110	46.67	256.02	NA	NA	518.04	529.70	0.0100000	0.0100000	0.0100000
Utility	111	89.44	75.72	NA	NA	157.44	169.10	0.0000000	0.7276274	2.6888159
Utility	113	91.39	66.53	NA	NA	139.06	150.72	0.0000000	0.9957059	0.7469929
Utility	114	86.94	93.66	NA	NA	193.32	204.98	0.0000000	1.0000000	0.6049795
Utility	115	70.56	170.48	NA	NA	346.96	358.62	0.0396446	0.8671874	0.8533521
Utility	116	59.17	199.17	NA	NA	404.34	416.00	0.4151686	0.6634349	0.2660567
Utility	117	71.94	166.21	NA	NA	338.42	350.08	0.0000000	0.7281657	1.1866933
Utility	118	50.56	252.14	NA	NA	510.28	521.94	0.0100000	0.0100000	0.0100000
Utility	119	99.17	14.17	NA	NA	34.34	46.00	0.0000000	1.0000000	4.1702972
Utility	120	46.39	252.09	NA	NA	510.18	521.84	0.0100000	0.0100000	0.0100000
Utility	121	78.33	125.90	NA	NA	257.80	269.46	0.0000000	0.9958969	0.4398542
Utility	122	83.61	122.67	NA	NA	251.34	263.00	0.0000000	1.0000000	0.4846372
Utility	123	86.67	105.21	NA	NA	216.42	228.08	0.0000000	0.6562861	3.2875755
Utility	124	89.44	85.65	NA	NA	177.30	188.96	0.0000000	1.0000000	0.7000739
Utility	125	45.83	256.12	NA	NA	518.24	529.90	0.0100000	0.0100000	0.0100000
Utility	126	58.89	221.21	NA	NA	448.42	460.08	0.5419718	0.5938933	0.1327695
Utility	127	95.00	69.62	NA	NA	145.24	156.90	0.0000000	0.9986059	0.9576771
Utility	128	58.61	218.41	NA	NA	442.82	454.48	0.0000000	1.0000000	0.0342717
Utility	129	48.89	256.68	NA	NA	519.36	531.02	0.0100000	0.0100000	0.0100000