91
ave count = 104.5

--CFS-byCV-SUMMARY-START--
test = 0	 count = 505.7	 ave MSR = 196.924	 ave MSE = -24076.6	 ave Fstat = -0.00931146	 ave corr = 0.603875	 ave (corr)^2 = 0.344074	 ave (err)^2 = 0.0748342	
test = 1	 count = 542.6	 ave MSR = 216.347	 ave MSE = -26621.6	 ave Fstat = -0.00960871	 ave corr = 0.622755	 ave (corr)^2 = 0.358398	 ave (err)^2 = 0.0729055	
test = 2	 count = 463.1	 ave MSR = 169.054	 ave MSE = -22991.6	 ave Fstat = -0.00757927	 ave corr = 0.568448	 ave (corr)^2 = 0.301958	 ave (err)^2 = 0.0785221	
test = 3	 count = 515	 ave MSR = 213.041	 ave MSE = -26645.8	 ave Fstat = -0.00940585	 ave corr = 0.619229	 ave (corr)^2 = 0.354021	 ave (err)^2 = 0.0733424	
test = 4	 count = 502.9	 ave MSR = 212.805	 ave MSE = -26813	 ave Fstat = -0.00937169	 ave corr = 0.618217	 ave (corr)^2 = 0.352957	 ave (err)^2 = 0.0735195	
test = 5	 count = 462.1	 ave MSR = 188.889	 ave MSE = -25641.9	 ave Fstat = -0.00838646	 ave corr = 0.572905	 ave (corr)^2 = 0.317963	 ave (err)^2 = 0.0771926	
test = 6	 count = 474.9	 ave MSR = 212.083	 ave MSE = -27440.1	 ave Fstat = -0.00913417	 ave corr = 0.613062	 ave (corr)^2 = 0.347089	 ave (err)^2 = 0.0741854	
test = 7	 count = 458.6	 ave MSR = 210.632	 ave MSE = -27437.2	 ave Fstat = -0.00908302	 ave corr = 0.612087	 ave (corr)^2 = 0.345939	 ave (err)^2 = 0.0743495	
test = 8	 count = 406.8	 ave MSR = 191.074	 ave MSE = -26149.4	 ave Fstat = -0.00847468	 ave corr = 0.565739	 ave (corr)^2 = 0.317905	 ave (err)^2 = 0.0783047	
test = 9	 count = 386.4	 ave MSR = 185.781	 ave MSE = -25309.8	 ave Fstat = -0.00803241	 ave corr = 0.557058	 ave (corr)^2 = 0.308291	 ave (err)^2 = 0.0785811	
test = 10	 count = 318.9	 ave MSR = 162.26	 ave MSE = -23466	 ave Fstat = -0.00720399	 ave corr = 0.503615	 ave (corr)^2 = 0.273624	 ave (err)^2 = 0.0827458	
test = 11	 count = 371.8	 ave MSR = 199.872	 ave MSE = -26363.6	 ave Fstat = -0.00858625	 ave corr = 0.578347	 ave (corr)^2 = 0.324054	 ave (err)^2 = 0.07687	
test = 12	 count = 362.2	 ave MSR = 190.562	 ave MSE = -25594	 ave Fstat = -0.00821334	 ave corr = 0.566398	 ave (corr)^2 = 0.312805	 ave (err)^2 = 0.0778551	
test = 13	 count = 374.3	 ave MSR = 217.88	 ave MSE = -28038.8	 ave Fstat = -0.00918003	 ave corr = 0.613545	 ave (corr)^2 = 0.347917	 ave (err)^2 = 0.074217	
test = 14	 count = 334.1	 ave MSR = 206.497	 ave MSE = -26871.6	 ave Fstat = -0.00871761	 ave corr = 0.586769	 ave (corr)^2 = 0.328286	 ave (err)^2 = 0.0762896	
test = 15	 count = 307.5	 ave MSR = 187.722	 ave MSE = -25734.2	 ave Fstat = -0.00798602	 ave corr = 0.557532	 ave (corr)^2 = 0.3027	 ave (err)^2 = 0.0793042	
test = 16	 count = 336.8	 ave MSR = 220.557	 ave MSE = -28301.8	 ave Fstat = -0.00928803	 ave corr = 0.613589	 ave (corr)^2 = 0.348864	 ave (err)^2 = 0.0743015	
test = 17	 count = 306.9	 ave MSR = 200.903	 ave MSE = -27159.5	 ave Fstat = -0.00857634	 ave corr = 0.572678	 ave (corr)^2 = 0.319931	 ave (err)^2 = 0.077943	
test = 18	 count = 314.9	 ave MSR = 222.951	 ave MSE = -28399.6	 ave Fstat = -0.00941707	 ave corr = 0.614052	 ave (corr)^2 = 0.350341	 ave (err)^2 = 0.0743111	
test = 19	 count = 262.3	 ave MSR = 180.247	 ave MSE = -24362.6	 ave Fstat = -0.00786859	 ave corr = 0.558788	 ave (corr)^2 = 0.301678	 ave (err)^2 = 0.0790488	
test = 20	 count = 220.4	 ave MSR = 133.905	 ave MSE = -22763.4	 ave Fstat = -0.0058219	 ave corr = 0.457393	 ave (corr)^2 = 0.238272	 ave (err)^2 = 0.0868456	
test = 21	 count = 266.4	 ave MSR = 196.935	 ave MSE = -27802.1	 ave Fstat = -0.00814132	 ave corr = 0.563277	 ave (corr)^2 = 0.310185	 ave (err)^2 = 0.0791106	
test = 22	 count = 225.7	 ave MSR = 164.974	 ave MSE = -22808	 ave Fstat = -0.00719737	 ave corr = 0.533277	 ave (corr)^2 = 0.281668	 ave (err)^2 = 0.0809179	
test = 23	 count = 224.5	 ave MSR = 175.198	 ave MSE = -26192	 ave Fstat = -0.00767764	 ave corr = 0.551244	 ave (corr)^2 = 0.296669	 ave (err)^2 = 0.0806762	
test = 24	 count = 218.9	 ave MSR = 183.622	 ave MSE = -25847.4	 ave Fstat = -0.00793372	 ave corr = 0.537468	 ave (corr)^2 = 0.297856	 ave (err)^2 = 0.0812313	
test = 25	 count = 189.5	 ave MSR = 155.538	 ave MSE = -22041.1	 ave Fstat = -0.00704332	 ave corr = 0.476295	 ave (corr)^2 = 0.263889	 ave (err)^2 = 0.0850125	
test = 26	 count = 209.2	 ave MSR = 170.313	 ave MSE = -26271.5	 ave Fstat = -0.00733178	 ave corr = 0.540326	 ave (corr)^2 = 0.287565	 ave (err)^2 = 0.0815307	
test = 27	 count = 191.3	 ave MSR = 141.424	 ave MSE = -23844.4	 ave Fstat = -0.005858	 ave corr = 0.468586	 ave (corr)^2 = 0.234384	 ave (err)^2 = 0.0869629	
test = 28	 count = 189.3	 ave MSR = 141.816	 ave MSE = -24806.4	 ave Fstat = -0.00595775	 ave corr = 0.49039	 ave (corr)^2 = 0.243197	 ave (err)^2 = 0.0856613	
test = 29	 count = 155.2	 ave MSR = 124.455	 ave MSE = -21665.1	 ave Fstat = -0.00565822	 ave corr = 0.474893	 ave (corr)^2 = 0.233203	 ave (err)^2 = 0.0867882	
test = 30	 count = 148.3	 ave MSR = 115.514	 ave MSE = -21253.9	 ave Fstat = -0.00447452	 ave corr = 0.400973	 ave (corr)^2 = 0.186128	 ave (err)^2 = 0.0913489	
test = 31	 count = 134.5	 ave MSR = 124.6	 ave MSE = -19691.6	 ave Fstat = -0.00553111	 ave corr = 0.389058	 ave (corr)^2 = 0.207609	 ave (err)^2 = 0.0916018	
test = 32	 count = 148.6	 ave MSR = 94.8413	 ave MSE = -22004.9	 ave Fstat = -0.00437226	 ave corr = 0.42361	 ave (corr)^2 = 0.191445	 ave (err)^2 = 0.0921034	
test = 33	 count = 188.7	 ave MSR = 191.59	 ave MSE = -27183.4	 ave Fstat = -0.00815318	 ave corr = 0.581491	 ave (corr)^2 = 0.316115	 ave (err)^2 = 0.0783569	
test = 34	 count = 97.9	 ave MSR = 105.535	 ave MSE = -16467.4	 ave Fstat = -0.00498681	 ave corr = 0.39733	 ave (corr)^2 = 0.195909	 ave (err)^2 = 0.0907704	
test = 35	 count = 166.2	 ave MSR = 172.824	 ave MSE = -24136.9	 ave Fstat = -0.00761638	 ave corr = 0.538165	 ave (corr)^2 = 0.292582	 ave (err)^2 = 0.0807776	
test = 36	 count = 172.1	 ave MSR = 164.891	 ave MSE = -26062	 ave Fstat = -0.00705417	 ave corr = 0.554469	 ave (corr)^2 = 0.286962	 ave (err)^2 = 0.0809753	
test = 37	 count = 186.6	 ave MSR = 178.978	 ave MSE = -27528.2	 ave Fstat = -0.00749586	 ave corr = 0.55913	 ave (corr)^2 = 0.297485	 ave (err)^2 = 0.0798846	
test = 38	 count = 151.9	 ave MSR = 161.756	 ave MSE = -22609.7	 ave Fstat = -0.00762666	 ave corr = 0.522603	 ave (corr)^2 = 0.287278	 ave (err)^2 = 0.0815111	
test = 39	 count = 182.5	 ave MSR = 192.76	 ave MSE = -26485.9	 ave Fstat = -0.00865348	 ave corr = 0.592023	 ave (corr)^2 = 0.329504	 ave (err)^2 = 0.0767519	
test = 40	 count = 170.8	 ave MSR = 189.22	 ave MSE = -25765.8	 ave Fstat = -0.00857288	 ave corr = 0.58987	 ave (corr)^2 = 0.326596	 ave (err)^2 = 0.0771085	
test = 41	 count = 157.5	 ave MSR = 158.281	 ave MSE = -25520	 ave Fstat = -0.0071826	 ave corr = 0.543518	 ave (corr)^2 = 0.287454	 ave (err)^2 = 0.0819213	
test = 42	 count = 159.9	 ave MSR = 164.119	 ave MSE = -23669.7	 ave Fstat = -0.00693946	 ave corr = 0.508397	 ave (corr)^2 = 0.269794	 ave (err)^2 = 0.0823579	
test = 43	 count = 157.6	 ave MSR = 152.45	 ave MSE = -25438.8	 ave Fstat = -0.00683656	 ave corr = 0.551893	 ave (corr)^2 = 0.282696	 ave (err)^2 = 0.0810695	
test = 44	 count = 152.7	 ave MSR = 158.482	 ave MSE = -24278.6	 ave Fstat = -0.00736254	 ave corr = 0.539666	 ave (corr)^2 = 0.286305	 ave (err)^2 = 0.0826673	
test = 45	 count = 143.2	 ave MSR = 149.536	 ave MSE = -23760.4	 ave Fstat = -0.00681649	 ave corr = 0.52078	 ave (corr)^2 = 0.271659	 ave (err)^2 = 0.0830233	
test = 46	 count = 109.5	 ave MSR = 139.795	 ave MSE = -20106.2	 ave Fstat = -0.00687529	 ave corr = 0.503389	 ave (corr)^2 = 0.264851	 ave (err)^2 = 0.0843889	
test = 47	 count = 140.3	 ave MSR = 160.936	 ave MSE = -23759.7	 ave Fstat = -0.00727425	 ave corr = 0.504356	 ave (corr)^2 = 0.278451	 ave (err)^2 = 0.0831589	
test = 48	 count = 157.2	 ave MSR = 173.764	 ave MSE = -26394.8	 ave Fstat = -0.00770811	 ave corr = 0.576219	 ave (corr)^2 = 0.307912	 ave (err)^2 = 0.0787073	
test = 49	 count = 142.2	 ave MSR = 163.431	 ave MSE = -23924.2	 ave Fstat = -0.0076481	 ave corr = 0.568322	 ave (corr)^2 = 0.302945	 ave (err)^2 = 0.0801087	
test = 50	 count = 149.2	 ave MSR = 173.168	 ave MSE = -24945.3	 ave Fstat = -0.00766786	 ave corr = 0.539267	 ave (corr)^2 = 0.298257	 ave (err)^2 = 0.0808007	
test = 51	 count = 156.7	 ave MSR = 186.943	 ave MSE = -27116.2	 ave Fstat = -0.00814472	 ave corr = 0.588236	 ave (corr)^2 = 0.320131	 ave (err)^2 = 0.0775088	
test = 52	 count = 131.8	 ave MSR = 144.547	 ave MSE = -24021.8	 ave Fstat = -0.00658397	 ave corr = 0.537366	 ave (corr)^2 = 0.272057	 ave (err)^2 = 0.0825932	
test = 53	 count = 142.9	 ave MSR = 170.359	 ave MSE = -26410.8	 ave Fstat = -0.00745037	 ave corr = 0.572943	 ave (corr)^2 = 0.302707	 ave (err)^2 = 0.0788953	
test = 54	 count = 129.6	 ave MSR = 131.743	 ave MSE = -23726.5	 ave Fstat = -0.00628331	 ave corr = 0.512042	 ave (corr)^2 = 0.257694	 ave (err)^2 = 0.0843769	
test = 55	 count = 127	 ave MSR = 133.394	 ave MSE = -23996.1	 ave Fstat = -0.00611705	 ave corr = 0.51008	 ave (corr)^2 = 0.252291	 ave (err)^2 = 0.0849281	
test = 56	 count = 146.6	 ave MSR = 170.776	 ave MSE = -25848.3	 ave Fstat = -0.00789882	 ave corr = 0.576653	 ave (corr)^2 = 0.310763	 ave (err)^2 = 0.0787844	
test = 57	 count = 109.1	 ave MSR = 104.825	 ave MSE = -20934.4	 ave Fstat = -0.00505711	 ave corr = 0.442013	 ave (corr)^2 = 0.214125	 ave (err)^2 = 0.0896574	
test = 58	 count = 92.9	 ave MSR = 111.044	 ave MSE = -17379.4	 ave Fstat = -0.00560694	 ave corr = 0.454263	 ave (corr)^2 = 0.22899	 ave (err)^2 = 0.0872211	
test = 59	 count = 121.7	 ave MSR = 143.58	 ave MSE = -23662.4	 ave Fstat = -0.00642941	 ave corr = 0.504373	 ave (corr)^2 = 0.262542	 ave (err)^2 = 0.0840394	
test = 60	 count = 129.3	 ave MSR = 141.399	 ave MSE = -24751.9	 ave Fstat = -0.00643257	 ave corr = 0.51368	 ave (corr)^2 = 0.26182	 ave (err)^2 = 0.0839231	
test = 61	 count = 127.4	 ave MSR = 132.326	 ave MSE = -23612.8	 ave Fstat = -0.0061736	 ave corr = 0.531302	 ave (corr)^2 = 0.261827	 ave (err)^2 = 0.0833207	
test = 62	 count = 106.7	 ave MSR = 126.832	 ave MSE = -20170.2	 ave Fstat = -0.0059258	 ave corr = 0.448156	 ave (corr)^2 = 0.234717	 ave (err)^2 = 0.0877048	
test = 63	 count = 112.5	 ave MSR = 123.871	 ave MSE = -21292.4	 ave Fstat = -0.0057527	 ave corr = 0.463518	 ave (corr)^2 = 0.233327	 ave (err)^2 = 0.0867278	
test = 64	 count = 136.2	 ave MSR = 166.843	 ave MSE = -26666.9	 ave Fstat = -0.00730072	 ave corr = 0.567962	 ave (corr)^2 = 0.298016	 ave (err)^2 = 0.0794357	
test = 65	 count = 114	 ave MSR = 165.42	 ave MSE = -22314.3	 ave Fstat = -0.00805078	 ave corr = 0.567499	 ave (corr)^2 = 0.3098	 ave (err)^2 = 0.0785506	
test = 66	 count = 131.8	 ave MSR = 167.457	 ave MSE = -25958.2	 ave Fstat = -0.00753947	 ave corr = 0.571011	 ave (corr)^2 = 0.302766	 ave (err)^2 = 0.0790968	
test = 67	 count = 124.2	 ave MSR = 153.118	 ave MSE = -25281.9	 ave Fstat = -0.00692834	 ave corr = 0.533992	 ave (corr)^2 = 0.277927	 ave (err)^2 = 0.0821535	
test = 68	 count = 109.9	 ave MSR = 139.58	 ave MSE = -23508.2	 ave Fstat = -0.00636646	 ave corr = 0.49141	 ave (corr)^2 = 0.259218	 ave (err)^2 = 0.0847351	
test = 69	 count = 121.7	 ave MSR = 151.596	 ave MSE = -25271.9	 ave Fstat = -0.00695206	 ave corr = 0.554079	 ave (corr)^2 = 0.285142	 ave (err)^2 = 0.0810158	
test = 70	 count = 100.7	 ave MSR = 143.446	 ave MSE = -20045.9	 ave Fstat = -0.00701488	 ave corr = 0.50592	 ave (corr)^2 = 0.278766	 ave (err)^2 = 0.0834645	
test = 71	 count = 99.8	 ave MSR = 134.168	 ave MSE = -19038	 ave Fstat = -0.00680115	 ave corr = 0.467222	 ave (corr)^2 = 0.261932	 ave (err)^2 = 0.0852502	
test = 72	 count = 125	 ave MSR = 158.029	 ave MSE = -25117.7	 ave Fstat = -0.00766406	 ave corr = 0.566623	 ave (corr)^2 = 0.301851	 ave (err)^2 = 0.0797692	
test = 73	 count = 115.5	 ave MSR = 144.726	 ave MSE = -23514.6	 ave Fstat = -0.00705034	 ave corr = 0.500223	 ave (corr)^2 = 0.277689	 ave (err)^2 = 0.0836413	
test = 74	 count = 114.3	 ave MSR = 144.441	 ave MSE = -23535.6	 ave Fstat = -0.00707377	 ave corr = 0.505631	 ave (corr)^2 = 0.277442	 ave (err)^2 = 0.0835717	
test = 75	 count = 120.5	 ave MSR = 137.159	 ave MSE = -25071.5	 ave Fstat = -0.00659411	 ave corr = 0.539485	 ave (corr)^2 = 0.271886	 ave (err)^2 = 0.082604	
test = 76	 count = 107.7	 ave MSR = 121.368	 ave MSE = -23112.6	 ave Fstat = -0.00604432	 ave corr = 0.496021	 ave (corr)^2 = 0.246553	 ave (err)^2 = 0.0862541	
test = 77	 count = 118.3	 ave MSR = 133.57	 ave MSE = -24762.4	 ave Fstat = -0.00647978	 ave corr = 0.534936	 ave (corr)^2 = 0.267789	 ave (err)^2 = 0.0831189	
test = 78	 count = 117.1	 ave MSR = 131.403	 ave MSE = -24779.7	 ave Fstat = -0.00636989	 ave corr = 0.531435	 ave (corr)^2 = 0.264432	 ave (err)^2 = 0.0835245	
test = 79	 count = 112.6	 ave MSR = 126.345	 ave MSE = -24284.4	 ave Fstat = -0.00623323	 ave corr = 0.529434	 ave (corr)^2 = 0.261728	 ave (err)^2 = 0.0837258	
test = 80	 count = 115.3	 ave MSR = 128.181	 ave MSE = -24982.3	 ave Fstat = -0.00616464	 ave corr = 0.525882	 ave (corr)^2 = 0.2588	 ave (err)^2 = 0.0841966	
test = 81	 count = 114.4	 ave MSR = 126.061	 ave MSE = -24856.5	 ave Fstat = -0.00608719	 ave corr = 0.524111	 ave (corr)^2 = 0.256799	 ave (err)^2 = 0.0843511	
test = 82	 count = 102.9	 ave MSR = 105.477	 ave MSE = -22365.2	 ave Fstat = -0.00533985	 ave corr = 0.476383	 ave (corr)^2 = 0.226611	 ave (err)^2 = 0.0878309	
test = 83	 count = 111.9	 ave MSR = 118.901	 ave MSE = -25002.5	 ave Fstat = -0.0057973	 ave corr = 0.513025	 ave (corr)^2 = 0.246982	 ave (err)^2 = 0.0854849	
test = 84	 count = 104.9	 ave MSR = 113.179	 ave MSE = -23555.2	 ave Fstat = -0.00563775	 ave corr = 0.49409	 ave (corr)^2 = 0.237884	 ave (err)^2 = 0.0868119	
test = 85	 count = 97.8	 ave MSR = 93.1872	 ave MSE = -22769.3	 ave Fstat = -0.00456074	 ave corr = 0.434886	 ave (corr)^2 = 0.199777	 ave (err)^2 = 0.0907681	
test = 86	 count = 102.8	 ave MSR = 112.562	 ave MSE = -22986.7	 ave Fstat = -0.00560756	 ave corr = 0.482985	 ave (corr)^2 = 0.235689	 ave (err)^2 = 0.0871278	
test = 87	 count = 106.9	 ave MSR = 117.283	 ave MSE = -24896.8	 ave Fstat = -0.00574775	 ave corr = 0.510785	 ave (corr)^2 = 0.245017	 ave (err)^2 = 0.085593	
test = 88	 count = 106.1	 ave MSR = 118.542	 ave MSE = -24854.4	 ave Fstat = -0.00590409	 ave corr = 0.513723	 ave (corr)^2 = 0.24874	 ave (err)^2 = 0.0853547	
test = 89	 count = 103.6	 ave MSR = 113.904	 ave MSE = -24313.3	 ave Fstat = -0.0057898	 ave corr = 0.508282	 ave (corr)^2 = 0.244215	 ave (err)^2 = 0.0857142	
test = 90	 count = 104.5	 ave MSR = 120.156	 ave MSE = -24971.6	 ave Fstat = -0.00593746	 ave corr = 0.513945	 ave (corr)^2 = 0.249398	 ave (err)^2 = 0.0853957	
--CFS-byCV-SUMMARY-STOP--
Correlation Feature Selection by CV done
