modelSanoApp/scripts/metrics3.csv

1		target	method	r2	mae	mape
2	65	VA_urine	xgb	0.940890896010506	0.004256003430284	0.1133865964539437
3	53	VA_plasm	xgb	0.9455636651322974	0.0182168553331711	213369094144.06863
4	75	VA_plasm	lgbm	0.8997316221038046	0.0308261669765597	9038922017702.068
5	67	VA.SS_urine	xgb	0.9197019356011767	0.0062646235301236	0.6328178004151057
6	61	VA.SS_urine	rf	0.91767230656924	0.0065570424516456	2.218657786875735
7	58	VA.SS_urine	lgbm	0.8944360509106916	0.0074104127312676	1.3002497647996625
8	55	VA.SS_plasm	xgb	0.9052849566951098	0.028145132172993	0.166607458719802
9	68	VA.SS_plasm	rf	0.8035563970115311	0.0472356666428833	0.2845298519766356
10	62	VA.GS_plasm	xgb	0.9194098265565078	0.0386024597699749	0.0944581788226784
11	59	VA.GS_plasm	lgbm	0.8527018828405571	0.0587800818718583	0.1557734163154591
12	72	Total.VA_urine	xgb	0.9961078972110542	0.0012939495720549	0.049436872510439
13	49	Total.VA_urine	rf	0.9799396669472852	0.0024706088543357	0.0780371900570384
14	52	Total.VA_plasm	rf	0.947876407645196	0.016503011198702	0.0630900283801507
15	54	Total.VA_plasm	xgb	0.9451653271083376	0.0155046936885815	0.0598149120145903
16	96	Total.TFA_urine	xgb	0.9961502696911644	0.0037434725938645	0.0508451597162029
17	99	Total.TFA_urine	lgbm	0.9108425247146666	0.015996672909736	0.2333303828237407
18	83	Total.TFA_urine	rf	0.8969033202247811	0.0224079756643603	0.5208221023556877
19	94	Total.TFA_plasm	xgb	0.9675911612730732	0.0038471085254279	0.3550561594433437
20	81	Total.TFA_plasm	rf	0.9310332419060676	0.0059133674386965	1.6113593217783817
21	138	Total.N	xgb	0.9874850095229888	0.0040312428114901	0.1693804283993067
22	145	Total.N	rf	0.9493651080177722	0.0112339629321002	0.48041570324152
23	139	Total.N	lgbm	0.9041159602976516	0.01238089163148	0.3974457500782967
24	125	Total.HE	xgb	0.868630910343678	0.007468805933287	0.0737072694251725
25	41	Total.DHPAA_urine	xgb	0.9848183577716532	0.0054207318004427	0.0538529514515675
26	13	Total.DHPAA_urine	rf	0.9097611706260738	0.0124192759056168	0.2066795296359633
27	27	Total.DHPAA_urine	lgbm	0.8256695758324675	0.0143591207896228	0.1365267268908937
28	19	Total.DHPAA_plasm	xgb	0.8327501871632398	0.0442708045320865	0.2162475670223717
29	77	TFA.S_urine	xgb	0.9877302843241158	0.0059962382065488	0.0970858546843379
30	86	TFA.S_urine	lgbm	0.9096689769206914	0.0180321118982805	0.3276286274969907
31	95	TFA.G_urine	xgb	0.8546587116165689	0.0036993589572808	0.4280258717054876
32	84	TFA.G_urine	rf	0.832381935111105	0.002954286440235	0.085219212673444
33	142	N.S	xgb	0.9774789870567684	0.0056592105926564	0.2719841149830881
34	140	N.S	lgbm	0.8539354678068625	0.013943078154913	0.4028958838082132
35	141	N.G_urine	xgb	0.9920483742846448	0.0035049363230676	0.0697175112945306
36	149	N.G_urine	lgbm	0.909322898225694	0.0117563160433645	0.1673679895511415
37	147	N.G_urine	rf	0.8577782221723624	0.0191337449306853	0.6734548666784683
38	148	N.G_plasm	xgb	0.9592742714250904	0.0055632181071989	0.0731058993097466
39	150	N	xgb	0.9413045451683404	0.0047447919386565	0.1730479419378472
40	127	HE.G_urine	xgb	0.8595380719695155	0.0099216838063761	0.5641320289907338
41	135	HE.G_plasm	xgb	0.9323007864118784	0.0026474760310372	2.650428989041348
42	131	HE.GG	xgb	0.9741685765127492	0.0118562376924923	0.0160552580798699
43	129	HE.GG	lgbm	0.8715503000876585	0.0187354208827543	0.0280128764696916
44	133	HE.GG	rf	0.8291700951232782	0.0198975492222328	0.0294825663466555
45	123	HE	xgb	0.9743144790132168	0.0092065591674183	0.0159790574107373
46	126	HE	rf	0.9615856771092632	0.0108546248434453	0.0193021245052216
47	137	HE	lgbm	0.925543468250938	0.0164198750317356	0.0270867941675829
48	108	E_urine	rf	0.9613917402871136	0.0071264204393112	0.0853404315811266
49	114	E_urine	xgb	0.9243304620876898	0.00995461817937	0.1321946736387314
50	122	E_plasm	xgb	0.8540630952610418	0.0370201678680522	0.0992487994681531
51	120	EG.1	xgb	0.872798845319568	0.0077878780735876	0.6276618817912257
52	8	DHPAA_urine	xgb	0.93310518626836	0.0179641011977744	0.1294175905104474
53	42	DHPAA_urine	rf	0.840738779446201	0.0359726602268956	0.6014357705242165
54	31	DHPAA_plasm	xgb	0.8969745596038031	0.0398871220009667	0.1545368060721109
55	25	DHPAA_plasm	rf	0.8180889137697566	0.062938075451435	0.2392052656670124
56	26	DHPAA.SS_urine	rf	0.9187681435710467	0.0061619837359509	0.1427395255007687
57	22	DHPAA.SS_urine	lgbm	0.9089527414440915	0.0063227765513707	0.1464260023004271
58	30	DHPAA.SS_urine	xgb	0.8983083873809511	0.0049218099559749	0.1116375946615932
59	40	DHPAA.G_urine	xgb	0.9780126677949694	0.0066807884236212	0.0882729502288305
60	20	DHPAA.G_urine	rf	0.866825018533218	0.0146164721574752	0.4184369655184789
61	12	DHPAA.G_urine	lgbm	0.8621665671294712	0.0151305479376113	0.3517444158295319
62	39	DHPAA.G_plasm	xgb	0.9810479038554784	0.0129529774996216	0.0773376070387544
63	18	DHPAA.G_plasm	lgbm	0.847360177787617	0.0403120642371386	0.2192536857312276
64	16	DHPAA.GS_urine	xgb	0.9367603826855128	0.0177858790437649	0.253224033738933
65	37	DHPAA.GS_urine	lgbm	0.8815178296079402	0.0267758755783534	0.4118104923307912
66	7	DHPAA.GS_plasm	xgb	0.9024492985082828	0.0201131313409298	0.1562672468230695
67	11	DHPAA.GS_plasm	lgbm	0.8484906846657522	0.0350952984296273	0.3780030072925558
68	35	DHPAA.GG_plasm	xgb	0.982407393932425	0.0113210446781209	0.1189886166415394
69	38	DHPAA.GG_plasm	rf	0.8754673851107384	0.0400268698913723	0.6481515462527787
70	36	DHPAA.GG_plasm	lgbm	0.8008155669862349	0.0391042090027247	0.4021302577391097
71	101	CA_urine	rf	0.8453210300793715	0.0073410158020908	0.7460629954124601
72	90	CA_urine	xgb	0.8357265395494402	0.0035958877792439	0.1450361596561989
73	102	CA_urine	xgb	0.830791635295835	0.0036391614926608	0.1342297074835375
74	82	CA_plasm	rf	0.9842667064691444	0.0150222369891749	0.0508293044264079
75	105	CA_plasm	xgb	0.9811583728189196	0.0133857499333594	0.0377850018259284
76	76	CA_plasm	xgb	0.9776323075362388	0.015064730528556	0.042315773615299
77	104	CA_plasm	xgb	0.9735656174757312	0.0152528830539441	0.042528996253196
78	98	CA_plasm	lgbm	0.9474444594075194	0.0285634132135252	0.0935732870538168
79	107	CA_plasm	lgbm	0.94598288027126	0.0283865631048081	0.0950826209917538