Feature Selection Challenge

Original Challenge entries

Validation Challenge entries

Post Challenge entries

Rank	Method	Balanced Error			Area Under Curve			Features		Probes		Date	Name
Rank	Method	Train	Valid	Test	Train	Valid	Test	#	%	#	%	Date	Name
1	update	0.0159	0.0176	0.0614	0.9736	0.9703	0.9429		100.00		55.25	2008-06-25 00:36:14	Vladimir Nikulin
2	final_the2nd	0.0111	0.0120	0.0622	0.9963	0.9965	0.9680		11.56		35.35	2006-03-21 09:35:33	Patrick Pletscher
3	BayesNN-DFT-combo+v	0.0037	0.0034	0.0648	0.9999	0.9997	0.9720		80.30		47.77	2003-12-08 16:00:12	Radford Neal & Jianguo Zhang
4	Aggregate 2	0.0208	0.0238	0.0652	0.9911	0.9937	0.9718		8.36		4.73	2009-05-02 23:11:34	Neville Grech
5	final_submission_2	0.0211	0.0221	0.0653	0.9930	0.9930	0.9660		11.56		27.27	2006-02-22 11:38:58	Patrick Pletscher
6	final_submission	0.0211	0.0221	0.0661	0.9930	0.9930	0.9660		11.56		27.28	2006-02-22 10:50:35	Patrick Pletscher
7	mixed	0.0025	0.0007	0.0675	0.9982	0.9993	0.9290		100.00		55.25	2007-11-06 00:43:29	Vladimir Nikulin
8	normalize-pacbank-svm-cv	0.0069	0.0203	0.0681	0.9979	0.9868	0.9702		8.24		16.35	2006-02-28 08:41:15	Jiwen Li
9	BayesNN-DFT-combo	0.0039	0.0526	0.0684	0.9998	0.9827	0.9722		80.30		47.77	2003-12-01 22:23:24	Radford Neal & Jianguo Zhang
10	BayesNN-DFT-combo	0.0037	0.0523	0.0687	0.9998	0.9826	0.9721		80.30		47.77	2003-12-01 22:54:48	Radford Neal & Jianguo Zhang
11	Aggregate 1	0.0188	0.0330	0.0690	0.9922	0.9870	0.9722		8.36		4.83	2009-05-02 22:59:26	Neville Grech
12	final	0.0100	0.0246	0.0694	0.9969	0.9855	0.9695		7.09		22.64	2006-02-28 22:09:47	Theodor Mader
13	ensemble	0.0027	0.0016	0.0707	0.7718	0.7767	0.7441		100.00		55.25	2007-10-30 01:38:58	Vladimir Nikulin
14	BayesNN-small+v	0.0109	0.0096	0.0713	0.9943	0.9965	0.9708		4.74		2.91	2003-12-08 15:57:41	Radford Neal
15	BayesNN-large+v	0.0090	0.0055	0.0727	0.9999	0.9997	0.9698		60.30		28.51	2003-12-08 15:55:35	Radford Neal
16	Nameless - by Amir & Ran	0.0210	0.0258	0.0778	0.9915	0.9914	0.9643		32.28		16.22	2003-12-07 15:07:48	Ran Bachrach
17	BayesNN-large+v	0.0038	0.0254	0.0783	0.9999	0.9972	0.9678		60.30		28.51	2003-12-08 15:38:54	Radford Neal
18	GhostMiner - Pack 2	0.0154	0.0154	0.0786	0.9846	0.9846	0.9214		80.60		36.05	2003-12-08 21:23:16	GhostMiner Team (Krzysztof Grąbczewski & Norb
19	GhostMiner - Pack 1	0.0142	0.0109	0.0789	0.9858	0.9891	0.9211		80.60		36.05	2003-12-08 21:21:00	GhostMiner Team (Krzysztof Grąbczewski & Norb
20	final 2-3	0.0205	0.0228	0.0791	0.9797	0.9765	0.9145		24.91		9.91	2003-12-08 12:35:18	Yi-Wei Chen
21	New-Bayes-nn-sel+v	0.0084	0.0099	0.0792	0.9980	0.9959	0.9670		7.46		17.60	2004-08-04 21:24:47	Radford Neal
22	RF+RLSC	0.0203	0.0396	0.0804	0.9797	0.9604	0.9196		22.38		17.52	2003-12-09 02:01:34	Kari Torkkola & Eugene Tuv
23	New-Bayes-small+v	0.0081	0.0099	0.0811	0.9980	0.9959	0.9669		6.58		6.10	2004-08-04 21:15:31	Radford Neal
24	CBAMethod3E	0.0452	0.0817	0.0814	0.9890	0.9674	0.9662		12.78		0.06	2003-12-08 23:56:54	CBAGroup
25	CBAMethod3E	0.0452	0.0817	0.0814	0.9890	0.9674	0.9662		12.78		0.06	2003-12-09 00:06:58	CBAGroup
26	BayesNN-small	0.0107	0.0847	0.0820	0.9946	0.9608	0.9611		4.74		2.91	2003-12-01 18:14:24	Radford Neal
27	BayesNN-large	0.0039	0.0681	0.0821	0.9998	0.9710	0.9636		60.30		28.51	2003-12-01 21:47:14	Radford Neal
28	baseline	0.0115	0.0310	0.0822	0.9963	0.9851	0.9582		7.54		16.39	2009-06-23 00:56:34	Warmson
29	RF+RLSC	0.0152	0.0250	0.0823	0.9848	0.9750	0.9177		22.38		17.52	2003-12-09 01:59:48	Kari Torkkola & Eugene Tuv
30	GhostMiner - Pack 3	0.0223	0.0417	0.0824	0.9777	0.9583	0.9176		80.60		36.05	2003-12-08 22:25:12	GhostMiner Team (Krzysztof Grąbczewski & Norb
31	New-Bayes-large+v	0.0153	0.0148	0.0838	0.9947	0.9950	0.9596		50.19		37.21	2004-08-04 21:14:29	Radford Neal
32	A shot in the dark - By Amir & Ran	0.0197	0.0263	0.0841	0.9892	0.9856	0.9459		21.08		12.72	2003-12-08 13:33:17	Amir Navot
33	BayesNN-E	0.0041	0.0863	0.0843	0.9998	0.9602	0.9630		96.75		56.67	2003-12-01 17:53:25	Radford Neal
34	IDEAL	0.0046	0.0569	0.0853	1.0000	0.9716	0.9658		62.50		36.40	2003-12-05 14:43:19	BorisovEruhimovTuv
35	IDEAL	0.0046	0.0569	0.0853	1.0000	0.9716	0.9658		62.50		36.40	2003-12-08 12:08:13	BorisovEruhimovTuv
36	Baseline	0.0115	0.0310	0.0855	0.9963	0.9851	0.9560		7.58		17.25	2009-04-23 19:38:49	Neville Grech
37		0.0115	0.0310	0.0855	0.9963	0.9851	0.9560		7.58		17.25	2009-04-26 18:30:51
38	baseline	0.0115	0.0310	0.0855	0.9963	0.9851	0.9560		7.58		17.25	2009-05-18 11:09:29	Chunhui Li
39	baseline	0.0115	0.0310	0.0855	0.9963	0.9851	0.9560		7.58		17.25	2009-06-20 11:24:33	Chi-Han Chuang
40	f-score	0.4969	0.5083	0.0859	0.5031	0.4917	0.9141		100.00		55.25	2005-02-22 04:01:54	Yi-Wei Chen
41	post test	0.4969	0.5083	0.0859	0.5031	0.4917	0.9141		100.00		55.25	2005-03-07 01:53:55	Yi-Wei Chen
42	FS+normalize+SVC	0.0136	0.0816	0.0861	0.9957	0.9568	0.9562		16.60		28.70	2008-11-20 15:21:29	Ayse Kucukyilmaz
43	BayesNN-B	0.0126	0.0909	0.0865	0.9943	0.9582	0.9589		19.97		22.69	2003-11-30 20:12:11	Radford Neal
44	New-Bayes-small	0.0082	0.0974	0.0868	0.9983	0.9613	0.9572		6.58		6.10	2004-08-04 21:09:56	Radford Neal
45	final2-2	0.0244	0.0232	0.0880	0.9734	0.9767	0.8984		24.62		6.68	2003-12-08 12:34:26	Yi-Wei Chen
46	New-Bayes-nn-red+v	0.0080	0.0314	0.0882	0.9971	0.9806	0.9549		2.46		6.58	2004-08-04 21:26:24	Radford Neal
47	Bayesian + SVMs	0.0540	0.0612	0.0886	0.9921	0.9769	0.9637		67.53		38.03	2003-12-07 04:13:10	Chu Wei
48	BayesNN-A	0.0107	0.0855	0.0886	0.9961	0.9664	0.9602		78.58		54.41	2003-12-01 15:18:52	Radford Neal
49	New-Bayes-large	0.0135	0.0847	0.0886	0.9957	0.9628	0.9581		50.19		37.21	2004-08-04 20:59:45	Radford Neal
50	BayesNN-A2	0.0109	0.0847	0.0887	0.9962	0.9666	0.9605		78.58		54.41	2003-11-30 23:27:48	Radford Neal
51	New-Bayes-nn-pc+v	0.0180	0.0202	0.0889	0.9943	0.9948	0.9564		70.71		60.15	2004-08-04 21:23:01	Radford Neal
52	greatest hits one	0.0222	0.0836	0.0899	0.9909	0.9613	0.9554		42.18		24.74	2003-11-04 13:39:58	Ran Bachrach
53	RF with feature selection	0.0798	0.0824	0.0906	0.9660	0.9647	0.9601		3.74		2.03	2003-12-08 23:21:53	Vivian Ng; Leo Breiman
54	RF+RLSC	0.0095	0.0820	0.0907	0.9905	0.9180	0.9093		22.54		17.53	2003-12-01 17:19:25	Kari Torkkola & Eugene Tuv
55	New-Bayes-nn-sel	0.0080	0.1081	0.0912	0.9983	0.9532	0.9543		7.46		17.60	2004-08-04 21:23:59	Radford Neal
56	SVMbased3	0.0160	0.0796	0.0921	0.9904	0.9349	0.9360		29.51		21.72	2003-12-01 16:55:17	Wuzhili
57	final 2	0.0132	0.0862	0.0931	0.9868	0.9138	0.9069		24.91		11.98	2003-11-30 12:38:27	Yi-Wei Chen
58	test	0.0132	0.0862	0.0931	0.9868	0.9138	0.9069		24.91		11.98	2003-12-08 05:42:56	Yi-Wei Chen
59	svmBased4	0.0164	0.0783	0.0940	0.9899	0.9361	0.9341		29.51		21.72	2003-12-01 17:10:25	Wuzhili
60	Bayesian + SVMs	0.1073	0.0919	0.0943	0.9661	0.9662	0.9570		67.53		38.03	2003-10-12 20:45:25	Chu Wei
61	featselwithclop	0.0106	0.1020	0.0949	0.9967	0.9544	0.9547		22.80		14.54	2008-11-18 20:19:32	Aysegul Ozturk
62	clopi	0.0106	0.1020	0.0949	0.9967	0.9544	0.9547		22.80		14.54	2008-12-27 14:06:39	Sarah Connor
63	Bayesian Support Vector Machines	0.1376	0.0932	0.0950	0.9090	0.9666	0.9575		67.53		38.03	2003-10-11 14:39:38	Chu Wei
64	P-SVM / nu-SVM (1)	0.0215	0.0198	0.0952	0.9939	0.9949	0.9491		4.72		39.94	2003-12-07 17:26:57	Sepp Hochreiter
65	P-SVM / nu-SVM (1)	0.0215	0.0198	0.0952	0.9939	0.9949	0.9491		4.72		39.94	2003-12-07 17:37:01	Sepp Hochreiter
66	TransSVMbased	0.1061	0.0838	0.0960	0.9003	0.9331	0.9321		29.51		21.72	2003-11-30 15:20:54	Wuzhili
67	transSVMbased2	0.0166	0.0838	0.0960	0.9898	0.9331	0.9321		29.51		21.72	2003-11-30 16:18:22	Wuzhili
68	myBestValidResult	0.0166	0.0797	0.0960	0.9898	0.9348	0.9321		29.51		21.72	2003-11-30 16:41:07	Wuzhili
69	originalFileLastTime	0.0166	0.0797	0.0960	0.9898	0.9348	0.9321		29.51		21.72	2003-12-08 23:52:26	Wuzhili
70	BayesNN-A1	0.0120	0.1005	0.0971	0.9961	0.9604	0.9567		92.83		58.43	2003-11-30 23:27:26	Radford Neal
71	clopii	0.0260	0.1047	0.0972	0.9907	0.9519	0.9517		10.20		13.24	2008-12-29 12:42:01	Dean Winter
72	cbamethod3-D	0.0452	0.0817	0.0973	0.9890	0.9674	0.9584		12.78		0.06	2003-12-08 21:54:30	CBAGroup
73	P-SVM / nu-SVM (not too many features)	0.0223	0.0210	0.0973	0.9937	0.9949	0.9480		2.94		32.75	2003-12-07 17:35:15	Sepp Hochreiter
74	The Best of Amir & Ran, vol. 1	0.0177	0.0776	0.0994	0.9971	0.9600	0.9477		32.18		19.52	2003-11-30 16:17:50	Amir Navot
75	New-Bayes-nn-pc	0.0141	0.0963	0.0996	0.9957	0.9592	0.9525		70.71		60.15	2004-08-04 21:22:16	Radford Neal
76	IDEAL	0.0054	0.1117	0.1001	0.9996	0.9446	0.9471		62.60		40.30	2003-11-12 15:21:58	BorisovEruhimovTuv
77	IDEAL	0.0046	0.1107	0.1001	1.0000	0.9429	0.9471		62.60		40.30	2003-11-14 13:42:19	BorisovEruhimovTuv
78	IDEAL	0.0046	0.1107	0.1001	1.0000	0.9429	0.9471		62.60		40.30	2003-11-27 14:57:15	BorisovEruhimovTuv
79	P-SVM / nu-SVM (few features 1)	0.0223	0.0210	0.1002	0.9937	0.9949	0.9463		2.14		33.33	2003-12-07 17:31:22	Sepp Hochreiter
80	Collection2	0.0159	0.0893	0.1003	0.9841	0.9107	0.8997		7.71		10.60	2003-11-25 14:25:13	Amir Reza Saffari
81	Collection1	0.0154	0.0861	0.1006	0.9846	0.9139	0.8994		32.26		25.50	2003-11-25 14:23:34	Amir Reza Saffari
82	cbamethod3-C	0.0310	0.0942	0.1022	0.9918	0.9628	0.9539		12.78		0.06	2003-12-08 21:45:03	CBAGroup
83	clopf	0.0313	0.1008	0.1022	0.9860	0.9461	0.9493		8.24		12.91	2008-12-29 13:49:48	Dean Winter
84	P-SVM / nu-SVM (2)	0.0201	0.0192	0.1030	0.9945	0.9958	0.9458		4.61		42.25	2003-12-07 17:29:46	Sepp Hochreiter
85	IDEAL	0.0054	0.1181	0.1035	0.9996	0.9482	0.9493		62.60		40.30	2003-11-12 15:16:53	BorisovEruhimovTuv
86	final 1	0.0132	0.1057	0.1038	0.9868	0.8943	0.8962		6.23		6.10	2003-11-30 11:57:36	Yi-Wei Chen
87	Modified RF	0.0818	0.1154	0.1046	0.9640	0.9452	0.9458		3.86		9.82	2003-11-28 22:52:15	Vivian Ng; Leo Breiman
88	Depends I	0.0077	0.0764	0.1052	0.9998	0.9507	0.9280		13.99		27.37	2003-11-30 20:13:18	Saharon Rosset & Ji Zhu
89	Depends IV	0.0077	0.0766	0.1055	0.9998	0.9514	0.9280		13.99		27.37	2003-11-30 20:16:03	Saharon Rosset & Ji Zhu
90	Depends II	0.0077	0.0787	0.1055	0.9998	0.9508	0.9278		13.99		27.37	2003-11-30 20:14:13	Saharon Rosset & Ji Zhu
91	Depends V	0.0087	0.0768	0.1056	0.9998	0.9508	0.9281		13.99		27.37	2003-11-30 20:16:49	Saharon Rosset & Ji Zhu
92	New-Bayes-nn-red	0.0075	0.1142	0.1058	0.9975	0.9394	0.9400		2.46		6.58	2004-08-04 21:25:38	Radford Neal
93	cbamethod3-A	0.0450	0.0940	0.1063	0.9489	0.9254	0.9075		40.65		16.00	2003-12-01 23:40:15	CBAGroup
94	svc1	0.0015	0.0016	0.1066	0.9979	0.9980	0.8816		100.00		55.25	2007-10-29 00:02:01	Vladimir Nikulin
95	BayesNN-D	0.0178	0.1190	0.1070	0.9924	0.9313	0.9433		1.08		1.65	2003-12-01 15:34:33	Radford Neal
96	Clovis II	0.0621	0.0610	0.1070	0.9380	0.9390	0.8930		6.26		31.32	2004-06-09 09:16:10	P. Gouzien - F. Clérot
97	BayesNN-C1	0.0244	0.1128	0.1075	0.9827	0.9374	0.9362		4.26		15.79	2003-11-30 03:05:26	Radford Neal
98	P-SVM / nu-SVM (few features 2)	0.0209	0.0204	0.1080	0.9944	0.9958	0.9431		2.03		35.65	2003-12-07 17:33:08	Sepp Hochreiter
99	svc	0.0016	0.0010	0.1083	0.3942	0.3987	0.4282		100.00		55.25	2007-10-28 22:54:48	Vladimir Nikulin
100	BayesNN-C	0.0240	0.1128	0.1090	0.9827	0.9377	0.9340		4.26		15.79	2003-11-30 19:01:37	Radford Neal
101	KPLS	0.0475	0.1068	0.1091	0.9581	0.8911	0.8946		7.17		25.74	2003-11-29 20:21:10	Mark J. Embrechts
102	Depends III	0.0118	0.0812	0.1104	0.9998	0.9499	0.9273		13.99		27.37	2003-11-30 20:15:00	Saharon Rosset & Ji Zhu
103	BayesNN-C2	0.0244	0.1288	0.1121	0.9827	0.9324	0.9309		4.26		15.79	2003-11-30 03:07:30	Radford Neal
104	P-SVM (present calls 2) / nu-SVM	0.0199	0.1038	0.1128	0.9944	0.9488	0.9366		4.63		34.74	2003-12-01 22:55:18	Sepp Hochreiter
105	MyFinal	0.0152	0.0353	0.1143	0.9848	0.9647	0.8857		7.77		10.96	2003-12-08 06:44:42	Amir Reza Saffari
106	Liknon features, selected in folds, aggregated	0.0549	0.0991	0.1152	0.8771	0.8373	0.8299		2.53		13.79	2008-06-16 09:42:17	Erinija
107	Liknon features->other rules	0.0506	0.1072	0.1152	0.9763	0.9227	0.9179		0.92		1.90	2008-02-29 22:34:22	Erinija
108	FS + SVM	0.0000	0.1177	0.1157	1.0000	0.8823	0.8843		16.91		21.45	2003-11-30 00:43:05	Navin Lal
109	LFFS-MODEL-25-1-CombMax-relief-rf1000	0.0000	0.0002	0.1176	1.0000	0.9998	0.9629		10.00		37.26	2010-01-18 00:02:04	Hugo Jair Escalante
110	P-SVM (present calls) / nu-SVM	0.0182	0.1079	0.1182	0.9951	0.9417	0.9341		3.83		34.60	2003-11-30 15:27:19	Sepp Hochreiter
111	Liknon features->other rules ( C selection basd on	0.0558	0.1190	0.1212	0.9755	0.9169	0.9126		0.87		2.26	2008-03-02 19:17:25	Erinija
112	P-SVM (present calls) / nu-SVM	0.0089	0.1426	0.1214	0.9987	0.9203	0.9346		7.38		45.65	2003-11-23 20:00:11	Sepp Hochreiter
113	ESNB+NN	0.0693	0.1020	0.1242	0.9624	0.9485	0.9312		1.04		1.43	2003-12-08 11:03:26	Marc Boulle
114	IDEAL	0.0062	0.1398	0.1243	0.9980	0.9179	0.9248		23.00		36.92	2003-11-10 15:39:19	BorisovEruhimovTuv
115	Liknon features->other rules	0.0677	0.1201	0.1244	0.9695	0.9173	0.9118		0.77		2.37	2008-02-27 19:31:19	Erinija
116	GhostMiner PACK C	0.0203	0.1411	0.1248	0.9797	0.8589	0.8752		100.00		55.25	2003-11-30 19:55:44	GhostMiner Team (Krzysztof Grąbczewski & Norb
117	SVCR-m	0.0165	0.1383	0.1249	0.9835	0.8617	0.8751		100.00		55.25	2003-10-25 07:42:52	Amir Reza Saffari
118	bagged nets	0.0606	0.0565	0.1280	0.9519	0.9532	0.9115		100.00		55.25	2007-12-07 07:26:21	Subm1
119	P-SVM / nu-SVM	0.0053	0.1357	0.1317	0.9992	0.9232	0.9260		4.82		48.73	2003-11-04 15:17:08	Sepp Hochreiter
120	GhostMiner PACK M	0.0166	0.1444	0.1380	0.9834	0.8556	0.8620		100.00		55.25	2003-11-30 20:13:26	GhostMiner Team (Norbert Jankowski & Krzysztof Gr&
121	bagged nets	0.0725	0.0574	0.1380	0.9407	0.9580	0.8844		100.00		55.25	2007-12-07 08:50:45	Subm1
122	ROBELON validation entry	0.0366	0.1332	0.1398	0.9765	0.9296	0.9228		1.09		11.22	2004-03-29 18:43:59	Vincent Lemaire
123	CBAMethod1-A	0.0672	0.1231	0.1405	0.9319	0.8632	0.8449		2.05		0.20	2003-11-07 18:26:47	CBAGroup
124	CR-M	0.0130	0.1362	0.1414	0.9870	0.8638	0.8586		100.00		55.25	2003-10-26 05:44:16	Amir Reza Saffari
125	ROBELON Validation	0.0366	0.1332	0.1425	0.9765	0.9296	0.9209		1.09		11.22	2004-03-29 18:32:00	Vincent Lemaire
126	ROBELON validation final	0.0253	0.1129	0.1425	0.9786	0.9369	0.9209		1.09		11.22	2004-03-29 18:39:08	Vincent Lemaire
127	QAP->heterogeneous ensemble	0.0739	0.1242	0.1437	0.9671	0.9241	0.9165		1.76		9.96	2008-05-29 22:08:30	Erinija
128	New-Bayes-lr-sel+v	0.0796	0.0958	0.1446	0.9355	0.9259	0.8940		7.46		17.60	2004-08-04 21:28:25	Radford Neal
129	inf5	0.0018	0.1596	0.1458	0.9982	0.8404	0.8542		5.00		19.31	2003-11-03 19:06:19	Amir Reza Saffari
130	P-SVM (few features) / nu-SVM	0.0462	0.1642	0.1485	0.9722	0.8883	0.8925		3.74		20.38	2003-11-04 15:51:17	Sepp Hochreiter
131	LFFS-MODEL-25-1-CombMNZ-rf-units=1000	0.0139	0.0083	0.1488	0.9986	0.9979	0.9354		1.00		26.64	2010-01-15 20:25:48	Test-naive-all
132	SVCR-n-m	0.0102	0.1556	0.1499	0.9898	0.8444	0.8501		2.00		4.91	2003-11-06 14:42:55	Amir Reza Saffari
133	FS+normalize+SVC	0.0886	0.1589	0.1503	0.9262	0.8896	0.8844		37.40		47.76	2008-10-15 10:31:04	Ayse Kucukyilmaz
134	SNB(ILFIA)	0.0945	0.0845	0.1525	0.9342	0.9422	0.8999		7.19		0.29	2006-01-17 09:09:34	Marc Boulle
135	New-Bayes-lr-sel	0.0797	0.1680	0.1536	0.9365	0.8923	0.8825		7.46		17.60	2004-08-04 21:27:47	Radford Neal
136	New-Bayes-lr-pc+v	0.1261	0.1356	0.1537	0.9188	0.9134	0.8872		70.71		60.15	2004-08-04 21:30:01	Radford Neal
137	test	0.0672	0.1231	0.1538	0.9319	0.8632	0.8348		2.05		0.20	2004-01-07 20:41:39	CBAGroup
138	New-Bayes-lrg-pc+v	0.1232	0.1297	0.1560	0.9195	0.9140	0.8853		70.71		60.15	2004-08-04 21:31:39	Radford Neal
139	inf2	0.0248	0.1768	0.1575	0.9752	0.8232	0.8425		2.00		8.61	2003-11-03 04:44:55	Amir Reza Saffari
140	LFFS-MODEL-25-1-CombMax-svcrfe-rf-rf1000	0.0398	0.0360	0.1577	0.9999	1.0000	0.9597		9.96		40.39	2010-01-17 23:59:38	Hugo Jair Escalante
141	CBAMethod1-B	0.0530	0.1128	0.1602	0.9360	0.9014	0.8796		40.65		16.00	2003-11-12 01:38:01	CBAGroup
142	New-Bayes-lr-pc	0.1182	0.1619	0.1616	0.9221	0.8878	0.8824		70.71		60.15	2004-08-04 21:29:18	Radford Neal
143	ROBELON	0.0389	0.1494	0.1637	0.9611	0.8506	0.8363		1.11		21.47	2003-11-19 12:46:46	Vincent Lemaire
144	ROBELON	0.0389	0.1494	0.1637	0.9611	0.8506	0.8363		1.11		21.47	2003-12-05 15:23:24	Vincent Lemaire
145	Liknon features, selected in folds, common subset	0.0945	0.1702	0.1665	0.8464	0.7921	0.7828		0.62		1.19	2008-06-16 11:12:52	Erinija
146	New-Bayes-lrg-pc	0.1127	0.1584	0.1682	0.9238	0.8875	0.8773		70.71		60.15	2004-08-04 21:30:58	Radford Neal
147	bagged nets	0.1199	0.1147	0.1755	0.9589	0.9519	0.9192		100.00		55.25	2007-12-07 07:17:06	Subm1
148	method	0.0090	0.1934	0.1814	0.9965	0.8605	0.8604		10.70		33.46	2009-06-14 14:12:19	Rita
149	method	0.0090	0.1934	0.1814	0.9965	0.8605	0.8604		10.70		33.46	2009-06-14 15:02:33	Rita
150	abc	0.0090	0.1934	0.1814	0.9965	0.8605	0.8604		10.70		33.46	2009-06-14 17:56:35	Zzuwen
151	baseline	0.0090	0.1934	0.1814	0.9965	0.8605	0.8604		10.70		33.46	2009-06-14 19:45:57	Rita
152	ESNB	0.0962	0.0944	0.1825	0.9376	0.9444	0.8863		1.04		1.43	2003-12-05 12:57:57	Marc Boulle
153	Normalize+s2n+svc , relief+neural network	0.1461	0.1492	0.1836	0.8901	0.8967	0.8634		27.14		41.60	2008-11-19 19:07:58	Gulay ERGUL
154	mixed	0.1166	0.1617	0.1840	0.8834	0.8383	0.8160		4.34		31.51	2003-12-01 09:25:14	Sklee
155	Liknon	0.1225	0.1935	0.1845	0.9069	0.8607	0.8585		0.92		1.90	2008-02-29 22:30:48	Erinija
156	relk16002svmq01	0.0737	0.2054	0.1847	0.9348	0.8683	0.8708		16.55		41.99	2003-11-25 12:15:15	Gideon
157	Liknon features->Liknon discriminant ( C selection	0.1096	0.2030	0.1858	0.9087	0.8525	0.8548		0.87		2.26	2008-03-02 19:13:49	Erinija
158	Liknon	0.1073	0.1986	0.1907	0.9071	0.8505	0.8484		0.77		2.37	2008-02-27 19:21:51	Erinija
159	IFBS-DT	0.0534	0.2103	0.1913	0.9692	0.8051	0.8282		0.64		12.12	2010-01-20 06:47:25	Michael Siebers
160	SimpleNNa1	0.0018	0.1855	0.1942	0.9982	0.8145	0.8058		100.00		55.25	2003-10-19 12:52:31	Amir Reza Saffari
161	Enhanced Selective Naive Bayes	0.0865	0.2151	0.1985	0.9379	0.8482	0.8596		1.02		10.60	2003-11-25 13:52:48	Marc Boulle
162	ntmce	0.0965	0.1043	0.1985	0.9035	0.8957	0.8015		0.50		14.81	2003-12-05 20:08:24	D. C. Martins Jr
163	Final	0.1477	0.2013	0.2010	0.8523	0.7987	0.7990		100.00		55.25	2003-12-01 23:53:05	Fan Li
164	IB-S-SVM	0.1403	0.2078	0.2062	0.8597	0.7922	0.7938		4.25		22.87	2003-11-29 12:36:20	Hohoho Azumma
165	multi23	0.1403	0.2078	0.2062	0.8597	0.7922	0.7938		4.25		22.87	2003-11-30 13:07:06	Sklee
166	gentleboost_2	0.0000	0.2041	0.2074	1.0000	0.8730	0.8645		17.91		58.06	2003-12-01 23:30:24	Ian Fasel
167	gentleboost_3	0.0000	0.2061	0.2075	1.0000	0.8662	0.8611		14.41		56.67	2003-12-01 23:31:55	Ian Fasel
168	chi1_kmeans_rp	0.0938	0.2031	0.2087	0.9513	0.8523	0.8253		0.62		14.29	2006-04-17 08:56:07	Hui Liu
169	C45	0.0933	0.2003	0.2099	0.9067	0.7997	0.7901		100.00		55.25	2009-06-14 18:00:26	Robin
170	C45	0.0933	0.2003	0.2099	0.9067	0.7997	0.7901		26.74		54.87	2009-06-22 19:52:07	Robin
171	gentleboost_1	0.0000	0.1984	0.2103	1.0000	0.8707	0.8627		51.83		55.78	2003-12-01 23:16:12	Ian Fasel
172	gentleboost_1	0.0000	0.1984	0.2103	1.0000	0.8707	0.8627		20.71		59.53	2003-12-01 23:28:18	Ian Fasel
173	gentleboost_4	0.0353	0.2169	0.2113	0.9877	0.8505	0.8517		4.58		48.25	2003-12-01 23:33:25	Ian Fasel
174	svm linear c=0.06	0.0755	0.1982	0.2119	0.9343	0.8934	0.8899		100.00		55.25	2003-09-21 09:40:21	Ran Bachrach
175	svm linear c=0.12	0.0711	0.1975	0.2121	0.9390	0.8932	0.8899		100.00		55.25	2003-09-21 09:41:00	Ran Bachrach
176	IB_S_BBOOST	0.1321	0.2072	0.2130	0.8679	0.7928	0.7870		4.25		22.87	2003-11-29 12:37:24	Hohoho Azumma
177	multi22	0.1321	0.2072	0.2130	0.8679	0.7928	0.7870		4.25		22.87	2003-11-30 13:06:31	Sklee
178	IB_MIX_BBOOST	0.1091	0.2092	0.2209	0.8909	0.7908	0.7791		5.38		28.96	2003-11-29 13:38:43	Hohoho Azumma
179	multi32	0.1091	0.2092	0.2209	0.8909	0.7908	0.7791		5.38		28.96	2003-11-30 13:14:27	Sklee
180	svm linear c=0.03	0.0776	0.2042	0.2209	0.9311	0.8922	0.8896		100.00		55.25	2003-09-21 09:39:19	Ran Bachrach
181	IB_MIX_NB	0.1842	0.2013	0.2225	0.8158	0.7987	0.7775		5.38		28.96	2003-11-29 13:39:20	Hohoho Azumma
182	multi31	0.1842	0.2013	0.2225	0.8158	0.7987	0.7775		5.38		28.96	2003-11-30 13:13:57	Sklee
183	IB_MIX_SVM	0.0923	0.2101	0.2226	0.9077	0.7899	0.7774		5.38		28.96	2003-11-29 13:35:49	Hohoho Azumma
184	multi33	0.0923	0.2101	0.2226	0.9077	0.7899	0.7774		5.38		28.96	2003-11-30 13:14:55	Sklee
185	chi1_kmeans_r	0.0467	0.2411	0.2232	0.9701	0.8228	0.8122		0.73		35.90	2006-04-17 08:55:20	Hui Liu
186	Chi2KmeansRedundant	0.0414	0.2440	0.2238	0.9733	0.8175	0.8139		2.15		42.85	2006-04-15 08:26:59	Hui Liu
187	C45	0.0868	0.2183	0.2251	0.9132	0.7817	0.7749		26.74		55.04	2009-06-15 05:52:16	Robin
188	C45	0.0868	0.2183	0.2251	0.9132	0.7817	0.7749		26.74		55.04	2009-06-22 19:56:04	Robin
189	chi2_max	0.1386	0.2109	0.2254	0.9190	0.8387	0.8105		1.02		25.88	2006-05-03 09:09:12	Hui Liu
190	IB_US_NB	0.1851	0.2116	0.2254	0.8149	0.7884	0.7746		2.43		28.19	2003-11-29 13:29:04	Hohoho Azumma
191	MI_SVM	0.1163	0.2288	0.2281	0.9322	0.8762	0.8704		39.00		46.25	2009-08-15 17:13:36	Seyyed Ehsan Mahmoudi
192	svm_lin+ feature selection	0.0870	0.2331	0.2293	0.9320	0.8074	0.8210		1.98		63.19	2003-11-25 09:25:56	Gideon
193	cpl	0.0452	0.2189	0.2317	0.9548	0.7811	0.7683		21.04		64.06	2008-09-09 18:34:31	Tomluk
194	cpl_g_gen5p	0.0846	0.0841	0.2333	0.9154	0.9159	0.7667		20.17		44.67	2008-10-29 09:26:52	Tomluk
195	ntmce	0.0977	0.2446	0.2335	0.9023	0.7554	0.7665		0.45		35.33	2003-11-10 17:05:18	D. C. Martins Jr
196	Post Challenge Test CBA	0.0783	0.1037	0.2355	0.9550	0.9288	0.8123		100.00		55.25	2004-09-24 22:38:45	CBAGroup
197	Post Challenge Test2 CBA	0.0783	0.1037	0.2355	0.9550	0.9288	0.8123		100.00		55.25	2004-09-25 20:36:02	CBAGroup
198	cpl_g_gen10p	0.1301	0.1156	0.2356	0.8699	0.8844	0.7644		20.12		31.08	2008-10-31 21:56:36	Tomluk
199	IB_US_SVM	0.0991	0.2244	0.2358	0.9009	0.7756	0.7642		2.43		28.19	2003-11-29 13:35:09	Hohoho Azumma
200	IB_US_SVM	0.0991	0.2244	0.2358	0.9009	0.7756	0.7642		2.43		28.19	2003-11-29 13:36:08	Hohoho Azumma
201	IB_US_SVM2	0.0991	0.2244	0.2358	0.9009	0.7756	0.7642		2.43		28.19	2003-11-29 13:37:57	Hohoho Azumma
202	gdsvm2	0.0000	0.2307	0.2380	1.0000	0.9064	0.8912		85.03		58.77	2003-09-16 07:53:02	Reference
203	SimpleNN	0.0096	0.2606	0.2441	0.9904	0.7394	0.7559		100.00		55.25	2003-10-18 14:52:21	Amir Reza Saffari
204	IB_US_BBOOST	0.1283	0.2390	0.2442	0.8717	0.7610	0.7558		2.43		28.19	2003-11-29 13:49:22	Hohoho Azumma
205	IB_S_NBAYES	0.2118	0.2303	0.2476	0.7882	0.7697	0.7524		4.25		22.87	2003-11-29 12:36:53	Hohoho Azumma
206	Sparse Bayes Logistic	0.0784	0.2518	0.2488	0.9259	0.7605	0.7680		23.81		47.28	2003-12-01 23:46:31	DIMACS
207	chi1_kmeans_p	0.1763	0.2409	0.2505	0.8882	0.8167	0.7963		0.12		6.67	2006-04-17 08:57:55	Hui Liu
208	chi2Potential-dis_p	0.0419	0.2650	0.2554	0.9665	0.7814	0.7881		0.80		27.76	2006-04-18 14:52:39	Hui Liu
209	chi2Potential-dis_p	0.0419	0.2650	0.2554	0.9665	0.7814	0.7881		0.80		27.76	2006-04-18 14:54:37	Hui Liu
210	BI_MIX_NBAYES_2	0.1431	0.2351	0.2595	0.8569	0.7649	0.7405		6.33		45.08	2003-11-30 12:35:23	Hohoho Azumma
211	IB_MIX_NBAYES_2	0.1431	0.2351	0.2595	0.8569	0.7649	0.7405		6.33		45.08	2003-11-30 12:35:49	Hohoho Azumma
212	chi2Potential	0.0394	0.2623	0.2606	0.9715	0.7835	0.7830		0.77		25.39	2006-04-18 09:54:24	Hui Liu
213	SVCR-2	0.2274	0.2626	0.2647	0.7726	0.7374	0.7353		2.00		4.91	2003-10-23 11:37:21	Amir Reza Saffari
214	cpl_g	0.0533	0.0503	0.2672	0.9467	0.9497	0.7328		21.02		64.15	2008-09-22 09:57:48	Tomluk
215	chi21-DCgdi-prune	0.2002	0.2465	0.2731	0.8485	0.8074	0.7592		0.07		8.57	2006-04-12 23:05:36	Hui Liu
216	chi2potential1_noprune	0.0794	0.2835	0.2740	0.9423	0.7361	0.7443		0.82		23.77	2006-04-16 12:18:15	Hui Liu
217	PSO_IRLS	0.1661	0.2492	0.2751	0.8339	0.7508	0.7249		4.72		52.60	2009-09-26 13:35:50	ALPER UNLER
218	parzenc	0.2070	0.2591	0.2753	0.7930	0.7409	0.7247		100.00		55.25	2008-11-19 13:56:13	Nurcan Tuncbag
219	adaboost_stump1_600	0.2585	0.2767	0.2797	0.7415	0.7365	0.7321		80.60		52.13	2003-11-30 12:16:42	Ian Fasel
220	Corr+SVM+knn	0.2322	0.2837	0.2842	0.7678	0.7163	0.7158		0.71		10.67	2009-05-10 14:56:18	Kalia Orfanou
221	chi2Potential-dis_prune	0.1826	0.2666	0.2848	0.9074	0.8379	0.8023		0.54		10.00	2006-04-18 14:57:57	Hui Liu
222	chi2FeatTest	0.1826	0.2666	0.2848	0.9074	0.8379	0.8023		1.83		33.59	2006-04-18 14:59:34	Hui Liu
223	Lambda100	0.2553	0.2757	0.2866	0.8102	0.7724	0.7779		4.72		20.80	2003-09-09 15:43:54	Reference
224	IB_US_SVM_ND	0.1118	0.2868	0.2872	0.8882	0.7132	0.7128		2.43		67.40	2003-11-30 12:38:30	Hohoho Azumma
225	chi2Test	0.1870	0.2651	0.2877	0.8996	0.8419	0.7976		1.98		28.18	2006-04-18 09:24:59	Hui Liu
226	chi2Potential_p	0.1870	0.2651	0.2877	0.8996	0.8419	0.7976		0.41		9.52	2006-04-18 09:48:33	Hui Liu
227	chi2final_prune	0.2134	0.2509	0.2936	0.8820	0.8359	0.7814		0.50		0.00	2006-04-19 07:32:06	Hui Liu
228	chi2finaltest	0.2134	0.2509	0.2936	0.8820	0.8359	0.7814		0.93		28.98	2006-04-19 07:33:29	Hui Liu
229	chi2_max_final	0.2017	0.2553	0.2942	0.8951	0.8402	0.7846		0.74		6.60	2006-05-03 09:48:31	Hui Liu
230	lambda	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		0.47		10.00	2008-10-15 20:05:48	Nurcan Tuncbag
231	lambda	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		0.47		10.00	2009-06-02 09:07:12	LiLi
232	Lambda10	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		0.47		10.00	2003-09-09 15:41:54	Reference
233	Chi2_1_test	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		100.00		55.25	2006-04-14 02:30:04	Hui Liu
234	Chi2_1_test	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		9.57		64.10	2006-04-14 02:50:47	Hui Liu
235	Chi2_test_1_SR	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		27.81		35.85	2006-04-14 04:20:43	Hui Liu
236	Chi2_1_Kmeans	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		7.24		34.86	2006-04-14 07:49:10	Hui Liu
237	Chi2_1_Kmeans	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		0.35		44.60	2006-04-15 06:04:01	Hui Liu
238	Chi2Kmeans	0.2998	0.2940	0.3024	0.7747	0.7535	0.7529		0.24		34.59	2006-04-15 07:11:32	Hui Liu
239	chi2fs_test	0.1856	0.2783	0.3024	0.8994	0.8159	0.7800		1.34		41.22	2006-04-28 14:05:03	Hui Liu
240	chi21-DCgdi	0.0504	0.2866	0.3039	0.9526	0.7622	0.7344		1.60		53.47	2006-04-12 22:05:55	Hui Liu
241	chi21-DCgdi	0.0504	0.2866	0.3040	0.9496	0.7134	0.6960		1.60		53.47	2006-04-12 21:35:41	Hui Liu
242	chi1_kmeans	0.0839	0.3140	0.3053	0.9419	0.7352	0.7292		0.18		30.08	2006-04-17 08:56:57	Hui Liu
243	SVM-KNN	0.2605	0.2957	0.3075	0.7825	0.7503	0.7303		0.47		6.00	2009-05-06 09:32:15	Kalia Orfanou
244		0.1953	0.2606	0.3086	0.8303	0.8175	0.7849		0.00		0.00	2009-04-12 19:23:26
245	nofeatsel	0.0038	0.3087	0.3132	0.9998	0.7744	0.7649		4.00		0.00	2008-11-27 15:02:39	Aysegul Ozturk
246	IB_US_BBOOST_2	0.1291	0.2927	0.3147	0.8709	0.7073	0.6853		2.43		67.40	2003-11-30 12:55:19	Hohoho Azumma
247	IB_US_NBAYES_2	0.1692	0.3045	0.3193	0.8308	0.6955	0.6807		2.43		67.40	2003-11-30 12:07:08	Hohoho Azumma
248	SVM_sig	0.1594	0.1566	0.3251	0.8406	0.8434	0.6749		17.27		56.36	2006-06-17 03:53:58	W.J.K.
249	Linear SVM +Pearson Correlation	0.3052	0.3487	0.3349	0.7072	0.6589	0.6734		0.69		32.67	2009-05-15 13:27:00	Kalia Orfanou
250		0.2238	0.3050	0.3399	0.8835	0.8780	0.8233		100.00		55.25	2009-04-12 20:59:08
251		0.2238	0.3050	0.3399	0.8835	0.8780	0.8233		0.00		0.00	2009-04-12 22:46:43
252	test-naive-all	0.2251	0.2211	0.3416	0.8835	0.8966	0.8237		100.00		55.25	2009-09-23 19:24:37	Test-naive-all
253	correlation+SVM (3rd approach)	0.2766	0.3584	0.3634	0.7234	0.6416	0.6366		0.93		32.00	2009-05-10 10:03:35	Kalia Orfanou
254	chi2potential2_noprune	0.1621	0.3533	0.3678	0.8569	0.6853	0.6562		0.56		34.52	2006-04-16 12:45:04	Hui Liu
255	correlation+SVM	0.3633	0.4022	0.4102	0.6367	0.5978	0.5898		0.91		54.00	2009-05-09 22:13:10	Kalia Orfanou
256	perceptron	0.4717	0.4881	0.4502	0.5283	0.5119	0.5498		80.00		45.25	2005-11-24 12:02:47	M
257	greedy approximation	0.4445	0.4866	0.4541	0.5689	0.5333	0.5560		28.41		55.87	2008-08-04 11:53:33	Andrey Gulin
258	test	0.5207	0.5336	0.4952	0.4803	0.4738	0.5012		28.41		55.87	2007-09-11 12:09:17	David Askey
259	Test Post Challenge Submission	0.5207	0.5336	0.4952	0.4803	0.4738	0.5012		28.41		55.87	2004-02-12 11:13:55	Steve Gunn
260	All Class 1	0.5000	0.5000	0.5000	0.5000	0.5000	0.5000		0.00		0.00	2003-09-10 00:49:13	Reference
261	All Class -1	0.5000	0.5000	0.5000	0.5000	0.5000	0.5000		0.00		0.00	2003-09-22 17:06:29	Reference