63
ave count = 106.7

CFS merit scores = 1.3532
CFS merit scores = 1.58803
CFS merit scores = 1.83021
CFS merit scores = 2.05448
CFS merit scores = 2.25586
CFS merit scores = 2.44275
CFS merit scores = 2.61668
CFS merit scores = 2.77476
CFS merit scores = 2.92303
CFS merit scores = 3.06428
CFS merit scores = 3.19932
CFS merit scores = 3.32882
CFS merit scores = 3.45329
CFS merit scores = 3.57153
CFS merit scores = 3.68543
CFS merit scores = 3.79563
CFS merit scores = 3.90241
CFS merit scores = 4.00581
CFS merit scores = 4.10623
CFS merit scores = 4.204
CFS merit scores = 4.2993
CFS merit scores = 4.39228
CFS merit scores = 4.48088
CFS merit scores = 4.56468
CFS merit scores = 4.64579
CFS merit scores = 4.72242
CFS merit scores = 4.79426
CFS merit scores = 4.86368
CFS merit scores = 4.93043
CFS merit scores = 4.99535
CFS merit scores = 5.0577
CFS merit scores = 5.11644
CFS merit scores = 5.17375
CFS merit scores = 5.22604
CFS merit scores = 5.27605
CFS merit scores = 5.32383
CFS merit scores = 5.36714
CFS merit scores = 5.40824
CFS merit scores = 5.44726
CFS merit scores = 5.48564
CFS merit scores = 5.51749
CFS merit scores = 5.5471
CFS merit scores = 5.57511
CFS merit scores = 5.59775
CFS merit scores = 5.61251
CFS merit scores = 5.62566
CFS merit scores = 5.63718
CFS merit scores = 5.64722
CFS merit scores = 5.6559
CFS merit scores = 5.66448
CFS merit scores = 5.67319
CFS merit scores = 5.68163
CFS merit scores = 5.69043
CFS merit scores = 5.69877
CFS merit scores = 5.7075
CFS merit scores = 5.71395
CFS merit scores = 5.71761
CFS merit scores = 5.7197
CFS merit scores = 5.71966
CFS merit scores = 5.7197
CFS merit scores = 5.71606
CFS merit scores = 5.71196
CFS merit scores = 5.70714
CFS merit scores = 5.70268
CFS merit scores = 5.69807
CFS merit scores = 5.69301
CFS merit scores = 5.68785
CFS merit scores = 5.6814
CFS merit scores = 5.67521
CFS merit scores = 5.66684
CFS merit scores = 5.65781
CFS merit scores = 5.64939
CFS merit scores = 5.64134
CFS merit scores = 5.63379
CFS merit scores = 5.62564
CFS merit scores = 5.61773
CFS merit scores = 5.6097
CFS merit scores = 5.60158
CFS merit scores = 5.59437
CFS merit scores = 5.58553
CFS merit scores = 5.57589
CFS merit scores = 5.56691
CFS merit scores = 5.55816
CFS merit scores = 5.54978
CFS merit scores = 5.5416
CFS merit scores = 5.53183
CFS merit scores = 5.52233
CFS merit scores = 5.51355
CFS merit scores = 5.50436
CFS merit scores = 5.49443
CFS merit scores = 5.48476
CFS merit scores = 5.47472
CFS merit scores = 5.4642
CFS merit scores = 5.45429
CFS merit scores = 5.44446
CFS merit scores = 5.43398
CFS merit scores = 5.42435
CFS merit scores = 5.41374
CFS merit scores = 5.40334
CFS merit scores = 5.39353
CFS merit scores = 5.38437
CFS merit scores = 5.37545
CFS merit scores = 5.3668
CFS merit scores = 5.35785
CFS merit scores = 5.34793
CFS merit scores = 5.33826
CFS merit scores = 5.32908
CFS merit scores = 5.32035
CFS merit scores = 5.31169
CFS merit scores = 5.30315
CFS merit scores = 5.29419
CFS merit scores = 5.28515
CFS merit scores = 5.27555
CFS merit scores = 5.2662
CFS merit scores = 5.25684
CFS merit scores = 5.24753
CFS merit scores = 5.23859
CFS merit scores = 5.22999
CFS merit scores = 5.22161
CFS merit scores = 5.21287
CFS merit scores = 5.20463
CFS merit scores = 5.19628
CFS merit scores = 5.18782
CFS merit scores = 5.17931
CFS merit scores = 5.17088
CFS merit scores = 5.16216
CFS merit scores = 5.15344
CFS merit scores = 5.14491
CFS merit scores = 5.13663
CFS merit scores = 5.1283
CFS merit scores = 5.11978
CFS merit scores = 5.11153
CFS merit scores = 5.10364
CFS merit scores = 5.09565
CFS merit scores = 5.08787
CFS merit scores = 5.07972
CFS merit scores = 5.07115
CFS merit scores = 5.06231
CFS merit scores = 5.05369
CFS merit scores = 5.04546
CFS merit scores = 5.03622
CFS merit scores = 5.02724
CFS merit scores = 5.01798
CFS merit scores = 5.00907
CFS merit scores = 5.00035
CFS merit scores = 4.9913
CFS merit scores = 4.98231
CFS merit scores = 4.97305
CFS merit scores = 4.9637
CFS merit scores = 4.95426
CFS merit scores = 4.94509
CFS merit scores = 4.93546
CFS merit scores = 4.92576
CFS merit scores = 4.91611
CFS merit scores = 4.90691
CFS merit scores = 4.89718
CFS merit scores = 4.88751
CFS merit scores = 4.87736
CFS merit scores = 4.8675
CFS merit scores = 4.85731
CFS merit scores = 4.84585
CFS merit scores = 4.83463
CFS merit scores = 4.82338
CFS merit scores = 4.81224
CFS merit scores = 4.80059
CFS merit scores = 4.7886
CFS merit scores = 4.77561
CFS merit scores = 4.76236
CFS merit scores = 4.74839
CFS merit scores = 4.73441
CFS merit scores = 4.71992
CFS merit scores = 4.70541
CFS merit scores = 4.68973
CFS merit scores = 4.67345
CFS merit scores = 4.65722
CFS merit scores = 4.64086
CFS merit scores = 4.62329
CFS merit scores = 4.60549
CFS merit scores = 4.58707
CFS merit scores = 4.56872
CFS merit scores = 4.54969
CFS merit scores = 4.52857
CFS merit scores = 4.50773
CFS merit scores = 4.48428
CFS merit scores = 4.4565
CFS merit scores = 4.42755
cnt = 1	feature = 56	correl = -0.353201	descr = Gibbs_of_Target_Sequence__Pos_20_Step_1
cnt = 2	feature = 683	correl = -0.212999	descr = N_Gram_TTCTC
cnt = 3	feature = 391	correl = 0.0793839	descr = N_Gram_GAAA
cnt = 4	feature = 417	correl = 0.116505	descr = N_Gram_GAGTC
cnt = 5	feature = 360	correl = 0.0631922	descr = N_Gram_CTATA
cnt = 6	feature = 424	correl = -0.0556583	descr = N_Gram_GATCG
cnt = 7	feature = 578	correl = 0.0449751	descr = N_Gram_TATAG
cnt = 8	feature = 235	correl = -0.0655336	descr = N_Gram_ATGCT
cnt = 9	feature = 321	correl = -0.049196	descr = N_Gram_CGACC
cnt = 10	feature = 568	correl = -0.0463739	descr = N_Gram_TAACG
cnt = 11	feature = 555	correl = 0.0453462	descr = N_Gram_GTTAA
cnt = 12	feature = 407	correl = 0.0453462	descr = N_Gram_GACGG
cnt = 13	feature = 680	correl = 0.0447817	descr = N_Gram_TTCGA
cnt = 14	feature = 612	correl = 0.0947339	descr = N_Gram_TCGGC
cnt = 15	feature = 361	correl = 0.0806231	descr = N_Gram_CTATT
cnt = 16	feature = 351	correl = 0.079212	descr = N_Gram_CGTGG
cnt = 17	feature = 516	correl = 0.0780126	descr = N_Gram_GGGTA
cnt = 18	feature = 545	correl = 0.0573403	descr = N_Gram_GTGCG
cnt = 19	feature = 514	correl = 0.0453462	descr = N_Gram_GGGGT
cnt = 20	feature = 510	correl = 0.0453462	descr = N_Gram_GGGCT
cnt = 21	feature = 466	correl = 0.0453462	descr = N_Gram_GCGTA
cnt = 22	feature = 304	correl = 0.0453462	descr = N_Gram_CCGCA
cnt = 23	feature = 357	correl = 0.0568421	descr = N_Gram_CTACT
cnt = 24	feature = 370	correl = 0.0718503	descr = N_Gram_CTCGG
cnt = 25	feature = 222	correl = 0.0718812	descr = N_Gram_ATAGT
cnt = 26	feature = 255	correl = 0.0542035	descr = N_Gram_CACAG
cnt = 27	feature = 218	correl = 0.0550219	descr = N_Gram_ATACA
cnt = 28	feature = 322	correl = -0.0717699	descr = N_Gram_CGACG
cnt = 29	feature = 518	correl = -0.0529673	descr = N_Gram_GGGTT
cnt = 30	feature = 316	correl = 0.0606705	descr = N_Gram_CCTCT
cnt = 31	feature = 690	correl = 0.0594649	descr = N_Gram_TTGCA
cnt = 32	feature = 313	correl = 0.0676048	descr = N_Gram_CCTCA
cnt = 33	feature = 241	correl = 0.0446791	descr = N_Gram_ATTGG
cnt = 34	feature = 584	correl = 0.0472183	descr = N_Gram_TCAAA
cnt = 35	feature = 342	correl = 0.0869933	descr = N_Gram_CGGGA
cnt = 36	feature = 382	correl = 0.0499655	descr = N_Gram_CTTCC
cnt = 37	feature = 309	correl = -0.0732728	descr = N_Gram_CCGGT
cnt = 38	feature = 546	correl = 0.0580781	descr = N_Gram_GTGCT
cnt = 39	feature = 252	correl = 0.0974183	descr = N_Gram_CAAGG
cnt = 40	feature = 392	correl = -0.0576625	descr = N_Gram_GAAAA
cnt = 41	feature = 691	correl = -0.158357	descr = N_Gram_TTGCG
cnt = 42	feature = 681	correl = -0.0558762	descr = N_Gram_TTCGG
cnt = 43	feature = 386	correl = 0.0910274	descr = N_Gram_CTTGG
cnt = 44	feature = 226	correl = -0.0567228	descr = N_Gram_ATCAT
cnt = 45	feature = 563	correl = -0.0489243	descr = N_Gram_GTTGT
cnt = 46	feature = 440	correl = -0.0721949	descr = N_Gram_GCAGA
cnt = 47	feature = 596	correl = 0.0667987	descr = N_Gram_TCCC
cnt = 48	feature = 703	correl = -0.0503227	descr = N_Gram_TTTTG
cnt = 49	feature = 416	correl = 0.0589398	descr = N_Gram_GAGGT
cnt = 50	feature = 224	correl = 0.0864478	descr = N_Gram_ATATA
cnt = 51	feature = 450	correl = 0.0515042	descr = N_Gram_GCCCA
cnt = 52	feature = 633	correl = 0.0801463	descr = N_Gram_TGAGT
cnt = 53	feature = 353	correl = -0.0473352	descr = N_Gram_CGTTC
cnt = 54	feature = 508	correl = 0.107561	descr = N_Gram_GGGCC
cnt = 55	feature = 327	correl = -0.0446597	descr = N_Gram_CGATC
cnt = 56	feature = 484	correl = 0.0641909	descr = N_Gram_GGACG
cnt = 57	feature = 219	correl = -0.0501446	descr = N_Gram_ATACT
cnt = 58	feature = 375	correl = 0.106193	descr = N_Gram_CTGCA
cnt = 59	feature = 314	correl = -0.129731	descr = N_Gram_CCTCC
cnt = 60	feature = 340	correl = 0.0702472	descr = N_Gram_CGGCG
cnt = 61	feature = 228	correl = -0.0524821	descr = N_Gram_ATCCT
cnt = 62	feature = 616	correl = 0.0568421	descr = N_Gram_TCTAC
cnt = 63	feature = 527	correl = 0.0914936	descr = N_Gram_GGTTG
cnt = 64	feature = 364	correl = 0.0713122	descr = N_Gram_CTCAC
cnt = 65	feature = 661	correl = 0.0466068	descr = N_Gram_TGTCC
cnt = 66	feature = 457	correl = 0.0805039	descr = N_Gram_GCCTC
cnt = 67	feature = 504	correl = 0.0641909	descr = N_Gram_GGGAC
cnt = 68	feature = 574	correl = 0.0729653	descr = N_Gram_TACGA
cnt = 69	feature = 448	correl = 0.0704377	descr = N_Gram_GCCAG
cnt = 70	feature = 207	correl = -0.154201	descr = N_Gram_AGTCT
cnt = 71	feature = 467	correl = -0.131884	descr = N_Gram_GCGTC
cnt = 72	feature = 505	correl = 0.10458	descr = N_Gram_GGGAG
cnt = 73	feature = 303	correl = 0.0467344	descr = N_Gram_CCGA
cnt = 74	feature = 363	correl = 0.056201	descr = N_Gram_CTCAA
cnt = 75	feature = 231	correl = 0.0803255	descr = N_Gram_ATCTG
cnt = 76	feature = 291	correl = 0.0676408	descr = N_Gram_CCATC
cnt = 77	feature = 274	correl = 0.133118	descr = N_Gram_CAGTG
cnt = 78	feature = 580	correl = -0.0484539	descr = N_Gram_TATT
cnt = 79	feature = 425	correl = -0.106802	descr = N_Gram_GATCT
cnt = 80	feature = 379	correl = -0.0653101	descr = N_Gram_CTTA
cnt = 81	feature = 426	correl = -0.0500458	descr = N_Gram_GATGC
cnt = 82	feature = 267	correl = -0.0638971	descr = N_Gram_CAGAA
cnt = 83	feature = 277	correl = 0.101152	descr = N_Gram_CATCC
cnt = 84	feature = 324	correl = 0.086002	descr = N_Gram_CGAGG
cnt = 85	feature = 649	correl = -0.0590997	descr = N_Gram_TGGCG
cnt = 86	feature = 602	correl = -0.0855062	descr = N_Gram_TCCGG
cnt = 87	feature = 343	correl = 0.137662	descr = N_Gram_CGGGC
cnt = 88	feature = 263	correl = -0.0642739	descr = N_Gram_CACGA
cnt = 89	feature = 437	correl = 0.122173	descr = N_Gram_GCAC
cnt = 90	feature = 388	correl = 0.0457856	descr = N_Gram_CTTTA
cnt = 91	feature = 24	correl = -0.0572736	descr = Position_Specific_Bin_Base_11_Base_G
cnt = 92	feature = 10	correl = 0.0634696	descr = Position_Specific_Bin_Base_3_Base_C
cnt = 93	feature = 29	correl = -0.0510556	descr = Position_Specific_Bin_Base_13_Base_A
cnt = 94	feature = 396	correl = 0.108301	descr = N_Gram_GAAGA
cnt = 95	feature = 473	correl = 0.0663734	descr = N_Gram_GCTGC
cnt = 96	feature = 451	correl = 0.0737958	descr = N_Gram_GCCCG
cnt = 97	feature = 463	correl = 0.0601642	descr = N_Gram_GCGGG
cnt = 98	feature = 223	correl = 0.0476593	descr = N_Gram_ATAT
cnt = 99	feature = 36	correl = -0.0603416	descr = Position_Specific_Bin_Base_17_Base_A
cnt = 100	feature = 390	correl = 0.104142	descr = N_Gram_CTTTG
cnt = 101	feature = 13	correl = 0.0708226	descr = Position_Specific_Bin_Base_5_Base_G
cnt = 102	feature = 587	correl = 0.0993655	descr = N_Gram_TCACC
cnt = 103	feature = 265	correl = 0.0541497	descr = N_Gram_CACT
cnt = 104	feature = 632	correl = -0.0665266	descr = N_Gram_TGAGG
cnt = 105	feature = 541	correl = -0.0968349	descr = N_Gram_GTCTT
cnt = 106	feature = 475	correl = 0.0538052	descr = N_Gram_GCTT
cnt = 107	feature = 23	correl = 0.0642312	descr = Position_Specific_Bin_Base_10_Base_T
cnt = 108	feature = 662	correl = 0.10002	descr = N_Gram_TGTG
cnt = 109	feature = 15	correl = 0.118233	descr = Position_Specific_Bin_Base_6_Base_C
cnt = 110	feature = 28	correl = -0.132365	descr = Position_Specific_Bin_Base_12_Base_T
cnt = 111	feature = 67	correl = 0.0596054	descr = Fold_of_RNAi_Sequence_Pos_11
cnt = 112	feature = 80	correl = 0.0622439	descr = Xue_Structure_Feature_C010
cnt = 113	feature = 460	correl = 0.0719566	descr = N_Gram_GCGCC
cnt = 114	feature = 17	correl = -0.0526982	descr = Position_Specific_Bin_Base_7_Base_A
cnt = 115	feature = 31	correl = -0.104449	descr = Position_Specific_Bin_Base_14_Base_A
cnt = 116	feature = 35	correl = 0.1196	descr = Position_Specific_Bin_Base_16_Base_C
cnt = 117	feature = 8	correl = 0.0776161	descr = Position_Specific_Bin_Base_2_Base_T
cnt = 118	feature = 655	correl = 0.0840314	descr = N_Gram_TGGT
cnt = 119	feature = 472	correl = 0.0703417	descr = N_Gram_GCTG
cnt = 120	feature = 105	correl = -0.0587574	descr = Fold_of_Target_NoBeginbrace_noends_Pos_8
cnt = 121	feature = 69	correl = 0.0955724	descr = Fold_of_RNAi_Sequence_Pos_13
cnt = 122	feature = 456	correl = 0.0968796	descr = N_Gram_GCCT
cnt = 123	feature = 279	correl = 0.110125	descr = N_Gram_CATCT
cnt = 124	feature = 47	correl = -0.0733237	descr = Gibbs_of_Target_Sequence__Pos_5_Step_1
cnt = 125	feature = 270	correl = -0.138749	descr = N_Gram_CAGCT
cnt = 126	feature = 525	correl = 0.0601741	descr = N_Gram_GGTT
cnt = 127	feature = 399	correl = -0.0466347	descr = N_Gram_GAATA
cnt = 128	feature = 11	correl = -0.142041	descr = Position_Specific_Bin_Base_5_Base_A
cnt = 129	feature = 591	correl = -0.0490921	descr = N_Gram_TCAT
cnt = 130	feature = 32	correl = 0.107781	descr = Position_Specific_Bin_Base_14_Base_T
cnt = 131	feature = 19	correl = -0.0654154	descr = Position_Specific_Bin_Base_8_Base_C
cnt = 132	feature = 529	correl = 0.0524988	descr = N_Gram_GTAA
cnt = 133	feature = 27	correl = 0.0717415	descr = Position_Specific_Bin_Base_12_Base_G
cnt = 134	feature = 272	correl = 0.131904	descr = N_Gram_CAGT
cnt = 135	feature = 605	correl = -0.0873015	descr = N_Gram_TCCTC
cnt = 136	feature = 500	correl = 0.0539491	descr = N_Gram_GGCT
cnt = 137	feature = 481	correl = 0.0444349	descr = N_Gram_GGAAG
cnt = 138	feature = 72	correl = 0.0668907	descr = Fold_of_RNAi_Sequence_Pos_16
cnt = 139	feature = 39	correl = -0.272883	descr = Position_Specific_Bin_Base_18_Base_A
cnt = 140	feature = 355	correl = 0.0757138	descr = N_Gram_CTA
cnt = 141	feature = 74	correl = -0.0611569	descr = Xue_Structure_Feature_A110
cnt = 142	feature = 14	correl = -0.107903	descr = Position_Specific_Bin_Base_6_Base_A
cnt = 143	feature = 33	correl = 0.0550113	descr = Position_Specific_Bin_Base_15_Base_C
cnt = 144	feature = 34	correl = -0.120144	descr = Position_Specific_Bin_Base_16_Base_A
cnt = 145	feature = 511	correl = 0.0688865	descr = N_Gram_GGGG
cnt = 146	feature = 599	correl = -0.0681458	descr = N_Gram_TCCG
cnt = 147	feature = 211	correl = -0.0483691	descr = N_Gram_AGTT
cnt = 148	feature = 647	correl = 0.0705965	descr = N_Gram_TGGC
cnt = 149	feature = 60	correl = 0.160396	descr = Fold_of_RNAi_Sequence_Pos_0
cnt = 150	feature = 465	correl = -0.0799468	descr = N_Gram_GCGT
cnt = 151	feature = 544	correl = 0.0453464	descr = N_Gram_GTGC
cnt = 152	feature = 389	correl = -0.0535046	descr = N_Gram_CTTTC
cnt = 153	feature = 308	correl = 0.121247	descr = N_Gram_CCGGG
cnt = 154	feature = 337	correl = 0.112002	descr = N_Gram_CGGC
cnt = 155	feature = 540	correl = -0.0907469	descr = N_Gram_GTCT
cnt = 156	feature = 276	correl = 0.0801075	descr = N_Gram_CATC
cnt = 157	feature = 55	correl = -0.307746	descr = Gibbs_of_Target_Sequence__Pos_19_Step_1
cnt = 158	feature = 53	correl = -0.106536	descr = Gibbs_of_Target_Sequence__Pos_17_Step_1
cnt = 159	feature = 419	correl = -0.0479912	descr = N_Gram_GAT
cnt = 160	feature = 73	correl = 0.0712512	descr = Xue_Structure_Feature_A111
cnt = 161	feature = 645	correl = 0.109526	descr = N_Gram_TGG
cnt = 162	feature = 41	correl = 0.293721	descr = Position_Specific_Bin_Base_18_Base_G
cnt = 163	feature = 619	correl = -0.115604	descr = N_Gram_TCTCC
cnt = 164	feature = 70	correl = 0.0676775	descr = Fold_of_RNAi_Sequence_Pos_14
cnt = 165	feature = 701	correl = -0.12353	descr = N_Gram_TTTT
cnt = 166	feature = 79	correl = 0.0584143	descr = Xue_Structure_Feature_C011
cnt = 167	feature = 62	correl = 0.147955	descr = Fold_of_RNAi_Sequence_Pos_2
cnt = 168	feature = 86	correl = 0.0742608	descr = Xue_Structure_Feature_G011
cnt = 169	feature = 497	correl = 0.0564006	descr = N_Gram_GGCG
cnt = 170	feature = 446	correl = 0.0867499	descr = N_Gram_GCC
cnt = 171	feature = 225	correl = -0.0561611	descr = N_Gram_ATC
cnt = 172	feature = 64	correl = 0.0485876	descr = Fold_of_RNAi_Sequence_Pos_4
cnt = 173	feature = 623	correl = -0.126918	descr = N_Gram_TCTT
cnt = 174	feature = 366	correl = -0.149367	descr = N_Gram_CTCC
cnt = 175	feature = 697	correl = -0.12556	descr = N_Gram_TTTC
cnt = 176	feature = 341	correl = 0.109567	descr = N_Gram_CGGG
cnt = 177	feature = 82	correl = 0.111591	descr = Xue_Structure_Feature_G111
cnt = 178	feature = 378	correl = -0.0990588	descr = N_Gram_CTT
cnt = 179	feature = 77	correl = 0.0861776	descr = Xue_Structure_Feature_C111
cnt = 180	feature = 674	correl = -0.157725	descr = N_Gram_TTC
cnt = 181	feature = 334	correl = 0.0832065	descr = N_Gram_CGG
cnt = 182	feature = 666	correl = -0.129919	descr = N_Gram_TT
cnt = 183	feature = 59	correl = -0.0780818	descr = PF_RNAi_Fold_3'Free_Count
cnt = 184	feature = 58	correl = -0.141089	descr = PF_RNAi_Fold_5'Free_Count
cnt = 185	feature = 81	correl = -0.111912	descr = Xue_Structure_Feature_C000
cnt = 186	feature = 57	correl = -0.188459	descr = PF_RNAi_Fold_Energy
num rows = 521
num_elements = 97427
*
optimization finished, #iter = 508
nu = 0.574492
obj = -46.846084, rho = -0.182699
nSV = 364, nBSV = 239
num rows = 58
num_elements = 10846
*
optimization finished, #iter = 44
nu = 0.643403
obj = -6.092995, rho = -0.580105
nSV = 45, nBSV = 24
*
optimization finished, #iter = 508
nu = 0.574492
obj = -46.846084, rho = -0.182699
nSV = 364, nBSV = 239
CFS merit scores = 1.34741
CFS merit scores = 1.58079
CFS merit scores = 1.83115
CFS merit scores = 2.06101
CFS merit scores = 2.25914
CFS merit scores = 2.43918
CFS merit scores = 2.60346
CFS merit scores = 2.75628
CFS merit scores = 2.90164
CFS merit scores = 3.03532
CFS merit scores = 3.16126
CFS merit scores = 3.27933
CFS merit scores = 3.38963
CFS merit scores = 3.49319
CFS merit scores = 3.5933
CFS merit scores = 3.68882
CFS merit scores = 3.7813
CFS merit scores = 3.87075
CFS merit scores = 3.95667
CFS merit scores = 4.03785
CFS merit scores = 4.11633
CFS merit scores = 4.19095
CFS merit scores = 4.26161
CFS merit scores = 4.32866
CFS merit scores = 4.39265
CFS merit scores = 4.45408
CFS merit scores = 4.50848
CFS merit scores = 4.56066
CFS merit scores = 4.60976
CFS merit scores = 4.65628
CFS merit scores = 4.69946
CFS merit scores = 4.73882
CFS merit scores = 4.77608
CFS merit scores = 4.81262
CFS merit scores = 4.84595
CFS merit scores = 4.878
CFS merit scores = 4.90776
CFS merit scores = 4.93661
CFS merit scores = 4.96241
CFS merit scores = 4.98823
CFS merit scores = 5.01302
CFS merit scores = 5.03644
CFS merit scores = 5.05906
CFS merit scores = 5.0808
CFS merit scores = 5.10186
CFS merit scores = 5.11643
CFS merit scores = 5.13039
CFS merit scores = 5.14302
CFS merit scores = 5.15544
CFS merit scores = 5.16423
CFS merit scores = 5.17183
CFS merit scores = 5.17844
CFS merit scores = 5.18521
CFS merit scores = 5.19238
CFS merit scores = 5.19976
CFS merit scores = 5.20493
CFS merit scores = 5.21026
CFS merit scores = 5.21466
CFS merit scores = 5.2193
CFS merit scores = 5.2234
CFS merit scores = 5.22801
CFS merit scores = 5.22855
CFS merit scores = 5.2295
CFS merit scores = 5.2284
CFS merit scores = 5.22743
CFS merit scores = 5.22684
CFS merit scores = 5.22688
CFS merit scores = 5.22714
CFS merit scores = 5.22759
CFS merit scores = 5.22842
CFS merit scores = 5.2291
CFS merit scores = 5.22705
cnt = 1	feature = 60	correl = -0.347415	descr = Gibbs_of_Target_Sequence__Pos_20_Step_1
cnt = 2	feature = 58	correl = -0.179314	descr = Gibbs_of_Target_Sequence__Pos_18_Step_1
cnt = 3	feature = 298	correl = -0.134265	descr = N_Gram_CCAGC
cnt = 4	feature = 14	correl = 0.109627	descr = Position_Specific_Bin_Base_5_Base_C
cnt = 5	feature = 446	correl = 0.101936	descr = N_Gram_GCATC
cnt = 6	feature = 241	correl = -0.0558209	descr = N_Gram_ATGCC
cnt = 7	feature = 334	correl = -0.0498811	descr = N_Gram_CGCAG
cnt = 8	feature = 673	correl = 0.0447228	descr = N_Gram_TTCGA
cnt = 9	feature = 593	correl = 0.0452869	descr = N_Gram_TCCCA
cnt = 10	feature = 235	correl = 0.0802	descr = N_Gram_ATCTG
cnt = 11	feature = 361	correl = 0.05408	descr = N_Gram_CGTGT
cnt = 12	feature = 363	correl = 0.113754	descr = N_Gram_CGTTT
cnt = 13	feature = 426	correl = 0.0669709	descr = N_Gram_GATAT
cnt = 14	feature = 527	correl = 0.0452869	descr = N_Gram_GTCCG
cnt = 15	feature = 425	correl = 0.0461314	descr = N_Gram_GATAC
cnt = 16	feature = 305	correl = 0.0452869	descr = N_Gram_CCCCG
cnt = 17	feature = 291	correl = -0.0497754	descr = N_Gram_CATGC
cnt = 18	feature = 508	correl = 0.0452869	descr = N_Gram_GGGGT
cnt = 19	feature = 660	correl = -0.0512407	descr = N_Gram_TGTTA
cnt = 20	feature = 228	correl = 0.0717923	descr = N_Gram_ATAGT
cnt = 21	feature = 280	correl = 0.0863731	descr = N_Gram_CAGGA
cnt = 22	feature = 545	correl = 0.0698162	descr = N_Gram_GTGTG
cnt = 23	feature = 487	correl = 0.0898475	descr = N_Gram_GGAGT
cnt = 24	feature = 512	correl = -0.058393	descr = N_Gram_GGTAA
cnt = 25	feature = 313	correl = 0.0710368	descr = N_Gram_CCGGC
cnt = 26	feature = 207	correl = -0.0649075	descr = N_Gram_AGGCT
cnt = 27	feature = 539	correl = 0.0978169	descr = N_Gram_GTGCT
cnt = 28	feature = 686	correl = 0.0516604	descr = N_Gram_TTGGT
cnt = 29	feature = 382	correl = -0.0922983	descr = N_Gram_CTGAT
cnt = 30	feature = 308	correl = 0.0710368	descr = N_Gram_CCCGG
cnt = 31	feature = 324	correl = 0.0544044	descr = N_Gram_CCTGC
cnt = 32	feature = 529	correl = -0.114562	descr = N_Gram_GTCGA
cnt = 33	feature = 375	correl = -0.11012	descr = N_Gram_CTCAT
cnt = 34	feature = 371	correl = 0.0548529	descr = N_Gram_CTATG
cnt = 35	feature = 550	correl = -0.0483207	descr = N_Gram_GTTCG
cnt = 36	feature = 596	correl = -0.0653456	descr = N_Gram_TCCGC
cnt = 37	feature = 353	correl = -0.0676412	descr = N_Gram_CGTAC
cnt = 38	feature = 460	correl = 0.0745119	descr = N_Gram_GCGAG
cnt = 39	feature = 606	correl = -0.0491937	descr = N_Gram_TCGCA
cnt = 40	feature = 697	correl = -0.0963129	descr = N_Gram_TTTTG
cnt = 41	feature = 407	correl = 0.0448195	descr = N_Gram_GACAC
cnt = 42	feature = 496	correl = 0.151082	descr = N_Gram_GGCCT
cnt = 43	feature = 525	correl = -0.0727329	descr = N_Gram_GTCCA
cnt = 44	feature = 647	correl = 0.0885995	descr = N_Gram_TGGGG
cnt = 45	feature = 514	correl = 0.0652534	descr = N_Gram_GGTCA
cnt = 46	feature = 500	correl = 0.154835	descr = N_Gram_GGCTT
cnt = 47	feature = 388	correl = -0.128542	descr = N_Gram_CTTAT
cnt = 48	feature = 231	correl = -0.0522752	descr = N_Gram_ATCAT
cnt = 49	feature = 283	correl = 0.132953	descr = N_Gram_CAGTG
cnt = 50	feature = 497	correl = 0.0744338	descr = N_Gram_GGCGC
cnt = 51	feature = 390	correl = 0.0489038	descr = N_Gram_CTTCA
cnt = 52	feature = 144	correl = 0.0641471	descr = N_Gram_AATCT
cnt = 53	feature = 599	correl = 0.055723	descr = N_Gram_TCCTA
cnt = 54	feature = 674	correl = -0.0486819	descr = N_Gram_TTCGG
cnt = 55	feature = 450	correl = 0.0608555	descr = N_Gram_GCCAT
cnt = 56	feature = 510	correl = 0.0932736	descr = N_Gram_GGGTC
cnt = 57	feature = 303	correl = 0.0570896	descr = N_Gram_CCCAA
cnt = 58	feature = 591	correl = 0.0848322	descr = N_Gram_TCCAA
cnt = 59	feature = 304	correl = 0.0843006	descr = N_Gram_CCCAC
cnt = 60	feature = 267	correl = 0.0639483	descr = N_Gram_CACCA
cnt = 61	feature = 322	correl = 0.0441725	descr = N_Gram_CCTCT
cnt = 62	feature = 219	correl = 0.059449	descr = N_Gram_AGTTG
cnt = 63	feature = 417	correl = -0.047847	descr = N_Gram_GAGCC
cnt = 64	feature = 222	correl = -0.084211	descr = N_Gram_ATAA
cnt = 65	feature = 233	correl = -0.0491937	descr = N_Gram_ATCGC
cnt = 66	feature = 341	correl = 0.0989836	descr = N_Gram_CGGAC
cnt = 67	feature = 343	correl = 0.106027	descr = N_Gram_CGGCA
cnt = 68	feature = 468	correl = -0.131911	descr = N_Gram_GCGTC
cnt = 69	feature = 225	correl = -0.0730058	descr = N_Gram_ATACT
cnt = 70	feature = 541	correl = 0.138921	descr = N_Gram_GTGGC
cnt = 71	feature = 351	correl = -0.0566691	descr = N_Gram_CGTA
cnt = 72	feature = 265	correl = 0.083765	descr = N_Gram_CACAG
num rows = 521
num_elements = 38033
*
optimization finished, #iter = 268
nu = 0.777613
obj = -78.578917, rho = -0.011735
nSV = 416, nBSV = 398
num rows = 58
num_elements = 4234
*
optimization finished, #iter = 24
nu = 0.728232
obj = -9.176578, rho = -0.311614
nSV = 45, nBSV = 40
*
optimization finished, #iter = 268
nu = 0.777613
obj = -78.578917, rho = -0.011735
nSV = 416, nBSV = 398
CFS merit scores = 1.21227
CFS merit scores = 1.52081
CFS merit scores = 1.79682
CFS merit scores = 2.0384
CFS merit scores = 2.25613
CFS merit scores = 2.45486
CFS merit scores = 2.63885
CFS merit scores = 2.81094
CFS merit scores = 2.97289
CFS merit scores = 3.12621
CFS merit scores = 3.26922
CFS merit scores = 3.40525
CFS merit scores = 3.53512
CFS merit scores = 3.65947
CFS merit scores = 3.77869
CFS merit scores = 3.89341
CFS merit scores = 4.0011
CFS merit scores = 4.1047
CFS merit scores = 4.2046
CFS merit scores = 4.30117
CFS merit scores = 4.3946
CFS merit scores = 4.4823
CFS merit scores = 4.56689
CFS merit scores = 4.64873
CFS merit scores = 4.72502
CFS merit scores = 4.79879
CFS merit scores = 4.86787
CFS merit scores = 4.93524
CFS merit scores = 4.99291
CFS merit scores = 5.0477
CFS merit scores = 5.10009
CFS merit scores = 5.14631
CFS merit scores = 5.18493
CFS merit scores = 5.2211
CFS merit scores = 5.25342
CFS merit scores = 5.28297
CFS merit scores = 5.31097
CFS merit scores = 5.3385
CFS merit scores = 5.36597
CFS merit scores = 5.39244
CFS merit scores = 5.41216
CFS merit scores = 5.43077
CFS merit scores = 5.44655
CFS merit scores = 5.46215
CFS merit scores = 5.47768
CFS merit scores = 5.49162
CFS merit scores = 5.50518
CFS merit scores = 5.51836
CFS merit scores = 5.53109
CFS merit scores = 5.54298
CFS merit scores = 5.55505
CFS merit scores = 5.56579
CFS merit scores = 5.57194
CFS merit scores = 5.57364
CFS merit scores = 5.57506
CFS merit scores = 5.57723
CFS merit scores = 5.57983
CFS merit scores = 5.58346
CFS merit scores = 5.5874
CFS merit scores = 5.59092
CFS merit scores = 5.59501
CFS merit scores = 5.59873
CFS merit scores = 5.60175
CFS merit scores = 5.5995
CFS merit scores = 5.59627
CFS merit scores = 5.59367
CFS merit scores = 5.59004
CFS merit scores = 5.58511
CFS merit scores = 5.57993
CFS merit scores = 5.57483
CFS merit scores = 5.56817
CFS merit scores = 5.56096
CFS merit scores = 5.55432
CFS merit scores = 5.54669
CFS merit scores = 5.53972
CFS merit scores = 5.53062
CFS merit scores = 5.52168
CFS merit scores = 5.51215
CFS merit scores = 5.50271
CFS merit scores = 5.49062
CFS merit scores = 5.47708
CFS merit scores = 5.46471
CFS merit scores = 5.45321
CFS merit scores = 5.44084
CFS merit scores = 5.42872
CFS merit scores = 5.41722
CFS merit scores = 5.40503
CFS merit scores = 5.39319
CFS merit scores = 5.38197
CFS merit scores = 5.37094
CFS merit scores = 5.35975
CFS merit scores = 5.34854
CFS merit scores = 5.33704
CFS merit scores = 5.32612
CFS merit scores = 5.31541
CFS merit scores = 5.30551
CFS merit scores = 5.2951
CFS merit scores = 5.28492
CFS merit scores = 5.27506
CFS merit scores = 5.2653
CFS merit scores = 5.25513
CFS merit scores = 5.2453
CFS merit scores = 5.236
CFS merit scores = 5.22642
CFS merit scores = 5.21697
CFS merit scores = 5.20744
CFS merit scores = 5.19754
CFS merit scores = 5.18694
CFS merit scores = 5.17677
CFS merit scores = 5.16687
CFS merit scores = 5.15614
CFS merit scores = 5.14583
CFS merit scores = 5.13557
CFS merit scores = 5.12502
CFS merit scores = 5.11332
CFS merit scores = 5.10147
CFS merit scores = 5.08956
CFS merit scores = 5.07797
CFS merit scores = 5.06718
CFS merit scores = 5.05542
CFS merit scores = 5.04402
CFS merit scores = 5.03266
CFS merit scores = 5.02139
CFS merit scores = 5.01029
CFS merit scores = 4.99983
CFS merit scores = 4.98943
CFS merit scores = 4.97893
CFS merit scores = 4.96878
CFS merit scores = 4.95904
CFS merit scores = 4.94698
CFS merit scores = 4.93316
CFS merit scores = 4.92002
CFS merit scores = 4.90699
CFS merit scores = 4.89397
CFS merit scores = 4.88109
CFS merit scores = 4.86821
CFS merit scores = 4.8555
CFS merit scores = 4.8423
CFS merit scores = 4.82977
CFS merit scores = 4.81714
CFS merit scores = 4.80317
CFS merit scores = 4.78839
CFS merit scores = 4.77362
CFS merit scores = 4.75933
CFS merit scores = 4.74498
CFS merit scores = 4.73044
CFS merit scores = 4.71381
CFS merit scores = 4.69778
CFS merit scores = 4.68078
CFS merit scores = 4.66434
CFS merit scores = 4.64302
CFS merit scores = 4.62165
CFS merit scores = 4.60021
CFS merit scores = 4.57769
CFS merit scores = 4.55514
CFS merit scores = 4.5311
CFS merit scores = 4.50248
cnt = 1	feature = 390	correl = -0.212268	descr = N_Gram_CTTCT
cnt = 2	feature = 305	correl = 0.114852	descr = N_Gram_CCCCC
cnt = 3	feature = 505	correl = 0.132381	descr = N_Gram_GGCTT
cnt = 4	feature = 609	correl = 0.0804424	descr = N_Gram_TCGAC
cnt = 5	feature = 357	correl = 0.0705788	descr = N_Gram_CGTGA
cnt = 6	feature = 545	correl = 0.0571925	descr = N_Gram_GTGCG
cnt = 7	feature = 529	correl = 0.0505135	descr = N_Gram_GTATA
cnt = 8	feature = 237	correl = -0.0491935	descr = N_Gram_ATCGC
cnt = 9	feature = 563	correl = -0.0463753	descr = N_Gram_TAACG
cnt = 10	feature = 674	correl = 0.0446517	descr = N_Gram_TTCGA
cnt = 11	feature = 579	correl = 0.0755747	descr = N_Gram_TATAT
cnt = 12	feature = 671	correl = 0.073979	descr = N_Gram_TTCAA
cnt = 13	feature = 231	correl = 0.0716851	descr = N_Gram_ATAGT
cnt = 14	feature = 308	correl = 0.0689923	descr = N_Gram_CCCGC
cnt = 15	feature = 426	correl = -0.0556744	descr = N_Gram_GATCG
cnt = 16	feature = 291	correl = -0.0497901	descr = N_Gram_CATGC
cnt = 17	feature = 612	correl = 0.0739016	descr = N_Gram_TCGGA
cnt = 18	feature = 599	correl = 0.061186	descr = N_Gram_TCCCA
cnt = 19	feature = 512	correl = 0.0519346	descr = N_Gram_GGGCA
cnt = 20	feature = 309	correl = 0.0515678	descr = N_Gram_CCCGG
cnt = 21	feature = 557	correl = 0.0450469	descr = N_Gram_GTTGC
cnt = 22	feature = 441	correl = 0.0831887	descr = N_Gram_GCACT
cnt = 23	feature = 343	correl = 0.0581897	descr = N_Gram_CGGAC
cnt = 24	feature = 527	correl = 0.0486508	descr = N_Gram_GTAAA
cnt = 25	feature = 555	correl = -0.0483674	descr = N_Gram_GTTCG
cnt = 26	feature = 322	correl = 0.0440555	descr = N_Gram_CCTCT
cnt = 27	feature = 631	correl = -0.0611613	descr = N_Gram_TGAGA
cnt = 28	feature = 483	correl = 0.120941	descr = N_Gram_GGAAA
cnt = 29	feature = 392	correl = -0.132209	descr = N_Gram_CTTGC
cnt = 30	feature = 353	correl = -0.0701527	descr = N_Gram_CGTAA
cnt = 31	feature = 681	correl = -0.0595496	descr = N_Gram_TTGAA
cnt = 32	feature = 451	correl = -0.0448584	descr = N_Gram_GCCAA
cnt = 33	feature = 351	correl = -0.0731294	descr = N_Gram_CGGTA
cnt = 34	feature = 525	correl = -0.0538694	descr = N_Gram_GGTGT
cnt = 35	feature = 267	correl = 0.0597923	descr = N_Gram_CACAT
cnt = 36	feature = 510	correl = 0.104254	descr = N_Gram_GGGAG
cnt = 37	feature = 280	correl = 0.086195	descr = N_Gram_CAGGA
cnt = 38	feature = 211	correl = 0.0784616	descr = N_Gram_AGGGG
cnt = 39	feature = 276	correl = 0.0547211	descr = N_Gram_CAGCC
cnt = 40	feature = 578	correl = -0.0500121	descr = N_Gram_TATAC
cnt = 41	feature = 265	correl = 0.0524058	descr = N_Gram_CAATA
cnt = 42	feature = 468	correl = 0.0659829	descr = N_Gram_GCGGG
cnt = 43	feature = 361	correl = -0.0474185	descr = N_Gram_CGTTC
cnt = 44	feature = 324	correl = 0.0669036	descr = N_Gram_CCTGC
cnt = 45	feature = 226	correl = -0.136112	descr = N_Gram_ATAAG
cnt = 46	feature = 274	correl = -0.0455864	descr = N_Gram_CACTG
cnt = 47	feature = 277	correl = 0.0780894	descr = N_Gram_CAGCG
cnt = 48	feature = 473	correl = 0.0952818	descr = N_Gram_GCGTG
cnt = 49	feature = 504	correl = 0.061944	descr = N_Gram_GGCTC
cnt = 50	feature = 321	correl = -0.0938671	descr = N_Gram_CCTCC
cnt = 51	feature = 437	correl = 0.0610067	descr = N_Gram_GCAAA
cnt = 52	feature = 655	correl = -0.066847	descr = N_Gram_TGTCA
cnt = 53	feature = 448	correl = -0.0451129	descr = N_Gram_GCATG
cnt = 54	feature = 546	correl = 0.0847198	descr = N_Gram_GTGCT
cnt = 55	feature = 219	correl = 0.105505	descr = N_Gram_AGTGT
cnt = 56	feature = 207	correl = 0.0453326	descr = N_Gram_AGGCC
cnt = 57	feature = 645	correl = 0.0891381	descr = N_Gram_TGGAG
cnt = 58	feature = 509	correl = 0.10652	descr = N_Gram_GGGAC
cnt = 59	feature = 225	correl = -0.0440871	descr = N_Gram_ATAAC
cnt = 60	feature = 514	correl = 0.0779741	descr = N_Gram_GGGCG
cnt = 61	feature = 352	correl = 0.058078	descr = N_Gram_CGGTT
cnt = 62	feature = 235	correl = -0.0513973	descr = N_Gram_ATCCT
cnt = 63	feature = 492	correl = -0.0766675	descr = N_Gram_GGATC
cnt = 64	feature = 255	correl = -0.0809794	descr = N_Gram_ATTTG
cnt = 65	feature = 647	correl = -0.0854219	descr = N_Gram_TGGCG
cnt = 66	feature = 304	correl = 0.084172	descr = N_Gram_CCCAC
cnt = 67	feature = 290	correl = 0.0909964	descr = N_Gram_CATCT
cnt = 68	feature = 467	correl = 0.0713413	descr = N_Gram_GCGGC
cnt = 69	feature = 303	correl = 0.0538727	descr = N_Gram_CCCAA
cnt = 70	feature = 252	correl = 0.0521577	descr = N_Gram_ATTG
cnt = 71	feature = 391	correl = -0.0741187	descr = N_Gram_CTTGA
cnt = 72	feature = 649	correl = 0.0761694	descr = N_Gram_TGGG
cnt = 73	feature = 615	correl = -0.0510315	descr = N_Gram_TCGTC
cnt = 74	feature = 602	correl = -0.0850017	descr = N_Gram_TCCGG
cnt = 75	feature = 475	correl = 0.0781606	descr = N_Gram_GCTCA
cnt = 76	feature = 592	correl = -0.0487767	descr = N_Gram_TCATG
cnt = 77	feature = 574	correl = 0.0883375	descr = N_Gram_TAGCA
cnt = 78	feature = 460	correl = 0.0641225	descr = N_Gram_GCCTC
cnt = 79	feature = 619	correl = -0.0873073	descr = N_Gram_TCTCA
cnt = 80	feature = 325	correl = -0.0742046	descr = N_Gram_CCTTC
cnt = 81	feature = 73	correl = 0.0860118	descr = Fold_of_RNAi_Sequence_Pos_9
cnt = 82	feature = 466	correl = 0.052261	descr = N_Gram_GCGGA
cnt = 83	feature = 496	correl = 0.0643245	descr = N_Gram_GGCAT
cnt = 84	feature = 665	correl = -0.0522481	descr = N_Gram_TTAC
cnt = 85	feature = 695	correl = -0.0878469	descr = N_Gram_TTTGG
cnt = 86	feature = 605	correl = -0.0844334	descr = N_Gram_TCCTC
cnt = 87	feature = 591	correl = -0.0598799	descr = N_Gram_TCATC
cnt = 88	feature = 327	correl = -0.0457862	descr = N_Gram_CGAC
cnt = 89	feature = 337	correl = 0.0521346	descr = N_Gram_CGCGG
cnt = 90	feature = 35	correl = 0.113988	descr = Position_Specific_Bin_Base_14_Base_T
cnt = 91	feature = 313	correl = 0.109626	descr = N_Gram_CCGGG
cnt = 92	feature = 24	correl = -0.0597786	descr = Position_Specific_Bin_Base_9_Base_T
cnt = 93	feature = 222	correl = -0.0890047	descr = N_Gram_AGTTT
cnt = 94	feature = 11	correl = -0.0540301	descr = Position_Specific_Bin_Base_3_Base_A
cnt = 95	feature = 13	correl = -0.0653391	descr = Position_Specific_Bin_Base_4_Base_A
cnt = 96	feature = 44	correl = -0.064086	descr = Position_Specific_Bin_Base_17_Base_T
cnt = 97	feature = 416	correl = 0.0978394	descr = N_Gram_GAGCT
cnt = 98	feature = 364	correl = 0.0868264	descr = N_Gram_CTA
cnt = 99	feature = 228	correl = -0.0860007	descr = N_Gram_ATACT
cnt = 100	feature = 540	correl = -0.0954529	descr = N_Gram_GTCTT
cnt = 101	feature = 580	correl = -0.0487824	descr = N_Gram_TATC
cnt = 102	feature = 342	correl = 0.0640402	descr = N_Gram_CGGAA
cnt = 103	feature = 472	correl = -0.113988	descr = N_Gram_GCGTC
cnt = 104	feature = 17	correl = 0.0580049	descr = Position_Specific_Bin_Base_5_Base_G
cnt = 105	feature = 10	correl = 0.10045	descr = Position_Specific_Bin_Base_2_Base_T
cnt = 106	feature = 105	correl = 0.0875298	descr = Fold_of_Target_NoEndbrace_noends_Pos_13
cnt = 107	feature = 39	correl = 0.115459	descr = Position_Specific_Bin_Base_16_Base_C
cnt = 108	feature = 386	correl = -0.0510798	descr = N_Gram_CTTA
cnt = 109	feature = 36	correl = -0.0639954	descr = Position_Specific_Bin_Base_15_Base_A
cnt = 110	feature = 80	correl = 0.0584292	descr = Xue_Structure_Feature_A111
cnt = 111	feature = 241	correl = -0.0466478	descr = N_Gram_ATGA
cnt = 112	feature = 58	correl = -0.0968753	descr = Gibbs_of_Target_Sequence__Pos_13_Step_1
cnt = 113	feature = 14	correl = 0.0556579	descr = Position_Specific_Bin_Base_4_Base_C
cnt = 114	feature = 8	correl = 0.0529705	descr = Position_Specific_Bin_Base_2_Base_C
cnt = 115	feature = 375	correl = -0.07533	descr = N_Gram_CTCCA
cnt = 116	feature = 67	correl = 0.162657	descr = Fold_of_RNAi_Sequence_Pos_0
cnt = 117	feature = 425	correl = -0.112593	descr = N_Gram_GATC
cnt = 118	feature = 350	correl = 0.141297	descr = N_Gram_CGGGC
cnt = 119	feature = 23	correl = 0.0587341	descr = Position_Specific_Bin_Base_9_Base_G
cnt = 120	feature = 382	correl = 0.044969	descr = N_Gram_CTGC
cnt = 121	feature = 82	correl = 0.0474604	descr = Xue_Structure_Feature_A100
cnt = 122	feature = 52	correl = 0.0982062	descr = Gibbs_of_Target_Sequence__Pos_3_Step_1
cnt = 123	feature = 28	correl = 0.138389	descr = Position_Specific_Bin_Base_12_Base_C
cnt = 124	feature = 539	correl = -0.0982941	descr = N_Gram_GTCT
cnt = 125	feature = 446	correl = 0.0635627	descr = N_Gram_GCAT
cnt = 126	feature = 32	correl = 0.102317	descr = Position_Specific_Bin_Base_13_Base_C
cnt = 127	feature = 497	correl = 0.157508	descr = N_Gram_GGCC
cnt = 128	feature = 544	correl = 0.0800045	descr = N_Gram_GTGC
cnt = 129	feature = 57	correl = 0.0634252	descr = Gibbs_of_Target_Sequence__Pos_12_Step_1
cnt = 130	feature = 79	correl = 0.061986	descr = Fold_of_RNAi_Sequence_Pos_16
cnt = 131	feature = 516	correl = 0.0685009	descr = N_Gram_GGGG
cnt = 132	feature = 606	correl = -0.101141	descr = N_Gram_TCCTT
cnt = 133	feature = 326	correl = -0.0579785	descr = N_Gram_CGA
cnt = 134	feature = 60	correl = -0.121528	descr = Gibbs_of_Target_Sequence__Pos_17_Step_1
cnt = 135	feature = 489	correl = 0.113647	descr = N_Gram_GGAG
cnt = 136	feature = 54	correl = -0.1222	descr = Gibbs_of_Target_Sequence__Pos_6_Step_1
cnt = 137	feature = 69	correl = 0.146947	descr = Fold_of_RNAi_Sequence_Pos_2
cnt = 138	feature = 417	correl = 0.0651856	descr = N_Gram_GAGG
cnt = 139	feature = 341	correl = 0.0746589	descr = N_Gram_CGGA
cnt = 140	feature = 450	correl = 0.0535219	descr = N_Gram_GCCA
cnt = 141	feature = 77	correl = 0.0682217	descr = Fold_of_RNAi_Sequence_Pos_14
cnt = 142	feature = 258	correl = 0.14948	descr = N_Gram_CAA
cnt = 143	feature = 583	correl = 0.0451932	descr = N_Gram_TCA
cnt = 144	feature = 541	correl = 0.161508	descr = N_Gram_GTG
cnt = 145	feature = 679	correl = -0.0647196	descr = N_Gram_TTG
cnt = 146	feature = 662	correl = -0.0824298	descr = N_Gram_TTA
cnt = 147	feature = 363	correl = -0.0513034	descr = N_Gram_CT
cnt = 148	feature = 86	correl = 0.0884466	descr = Xue_Structure_Feature_C110
cnt = 149	feature = 500	correl = 0.0468315	descr = N_Gram_GGCG
cnt = 150	feature = 623	correl = -0.101491	descr = N_Gram_TCTT
cnt = 151	feature = 481	correl = 0.134543	descr = N_Gram_GGA
cnt = 152	feature = 616	correl = -0.118008	descr = N_Gram_TCT
cnt = 153	feature = 66	correl = -0.077225	descr = PF_RNAi_Fold_3'Free_Count
cnt = 154	feature = 494	correl = 0.139004	descr = N_Gram_GGC
cnt = 155	feature = 661	correl = -0.122374	descr = N_Gram_TT
cnt = 156	feature = 340	correl = 0.0768058	descr = N_Gram_CGG
cnt = 157	feature = 64	correl = -0.186881	descr = PF_RNAi_Fold_Energy
num rows = 521
num_elements = 82318
*
optimization finished, #iter = 449
nu = 0.607855
obj = -52.597072, rho = -0.216145
nSV = 364, nBSV = 272
num rows = 58
num_elements = 9164
*
optimization finished, #iter = 32
nu = 0.587536
obj = -6.686367, rho = -0.498843
nSV = 43, nBSV = 28
*
optimization finished, #iter = 449
nu = 0.607855
obj = -52.597072, rho = -0.216145
nSV = 364, nBSV = 272
CFS merit scores = 1.30767
CFS merit scores = 1.57322
CFS merit scores = 1.8237
CFS merit scores = 2.05781
CFS merit scores = 2.27113
CFS merit scores = 2.46505
CFS merit scores = 2.64474
CFS merit scores = 2.81105
CFS merit scores = 2.96504
CFS merit scores = 3.10928
CFS merit scores = 3.24597
CFS merit scores = 3.37588
CFS merit scores = 3.4994
CFS merit scores = 3.61698
CFS merit scores = 3.72932
CFS merit scores = 3.83661
CFS merit scores = 3.93882
CFS merit scores = 4.0369
CFS merit scores = 4.13069
CFS merit scores = 4.22148
CFS merit scores = 4.30741
CFS merit scores = 4.38972
CFS merit scores = 4.46896
CFS merit scores = 4.54439
CFS merit scores = 4.61717
CFS merit scores = 4.68743
CFS merit scores = 4.75519
CFS merit scores = 4.81648
CFS merit scores = 4.87505
CFS merit scores = 4.9309
CFS merit scores = 4.97404
CFS merit scores = 5.01419
CFS merit scores = 5.04998
CFS merit scores = 5.08365
CFS merit scores = 5.11575
CFS merit scores = 5.14243
CFS merit scores = 5.1692
CFS merit scores = 5.19202
CFS merit scores = 5.21346
CFS merit scores = 5.23346
CFS merit scores = 5.2522
CFS merit scores = 5.27043
CFS merit scores = 5.2892
CFS merit scores = 5.30106
CFS merit scores = 5.3127
CFS merit scores = 5.32257
CFS merit scores = 5.33273
CFS merit scores = 5.3427
CFS merit scores = 5.35198
CFS merit scores = 5.3611
CFS merit scores = 5.36936
CFS merit scores = 5.37726
CFS merit scores = 5.38374
CFS merit scores = 5.38917
CFS merit scores = 5.39485
CFS merit scores = 5.39911
CFS merit scores = 5.40128
CFS merit scores = 5.40241
CFS merit scores = 5.40398
CFS merit scores = 5.40619
CFS merit scores = 5.40751
CFS merit scores = 5.40892
CFS merit scores = 5.40822
CFS merit scores = 5.40683
CFS merit scores = 5.40585
CFS merit scores = 5.4054
CFS merit scores = 5.40376
CFS merit scores = 5.40172
CFS merit scores = 5.39926
CFS merit scores = 5.39732
CFS merit scores = 5.39504
CFS merit scores = 5.39287
CFS merit scores = 5.38986
CFS merit scores = 5.3873
CFS merit scores = 5.38337
CFS merit scores = 5.37812
CFS merit scores = 5.37307
CFS merit scores = 5.36794
CFS merit scores = 5.36041
CFS merit scores = 5.35299
CFS merit scores = 5.34614
CFS merit scores = 5.33991
CFS merit scores = 5.33122
CFS merit scores = 5.3225
CFS merit scores = 5.31441
CFS merit scores = 5.30701
CFS merit scores = 5.29858
CFS merit scores = 5.29047
CFS merit scores = 5.28285
CFS merit scores = 5.27571
CFS merit scores = 5.26797
CFS merit scores = 5.2603
CFS merit scores = 5.25229
CFS merit scores = 5.24396
CFS merit scores = 5.23545
CFS merit scores = 5.22739
CFS merit scores = 5.21953
CFS merit scores = 5.2113
CFS merit scores = 5.2031
CFS merit scores = 5.19501
CFS merit scores = 5.18697
CFS merit scores = 5.17921
CFS merit scores = 5.17169
CFS merit scores = 5.16411
CFS merit scores = 5.1565
CFS merit scores = 5.14882
CFS merit scores = 5.14172
CFS merit scores = 5.1343
CFS merit scores = 5.12652
CFS merit scores = 5.11891
CFS merit scores = 5.11043
CFS merit scores = 5.10169
CFS merit scores = 5.09274
CFS merit scores = 5.08341
CFS merit scores = 5.07394
CFS merit scores = 5.06486
CFS merit scores = 5.05618
CFS merit scores = 5.04743
CFS merit scores = 5.03855
CFS merit scores = 5.02947
CFS merit scores = 5.02004
CFS merit scores = 5.01074
CFS merit scores = 5.00158
CFS merit scores = 4.99238
CFS merit scores = 4.98373
CFS merit scores = 4.97471
CFS merit scores = 4.96608
CFS merit scores = 4.9574
CFS merit scores = 4.94834
CFS merit scores = 4.9397
CFS merit scores = 4.93096
CFS merit scores = 4.92261
CFS merit scores = 4.91397
CFS merit scores = 4.90474
CFS merit scores = 4.89572
CFS merit scores = 4.8868
CFS merit scores = 4.87798
CFS merit scores = 4.86956
CFS merit scores = 4.86113
CFS merit scores = 4.85245
CFS merit scores = 4.84304
CFS merit scores = 4.83364
CFS merit scores = 4.82302
CFS merit scores = 4.81261
CFS merit scores = 4.8015
CFS merit scores = 4.78987
CFS merit scores = 4.77838
CFS merit scores = 4.76599
CFS merit scores = 4.75266
CFS merit scores = 4.739
CFS merit scores = 4.72526
CFS merit scores = 4.71159
CFS merit scores = 4.69757
CFS merit scores = 4.6834
CFS merit scores = 4.66941
CFS merit scores = 4.65475
CFS merit scores = 4.64043
CFS merit scores = 4.62387
CFS merit scores = 4.60789
CFS merit scores = 4.58872
CFS merit scores = 4.56723
CFS merit scores = 4.54397
CFS merit scores = 4.52038
CFS merit scores = 4.49516
cnt = 1	feature = 58	correl = -0.307672	descr = Gibbs_of_Target_Sequence__Pos_19_Step_1
cnt = 2	feature = 472	correl = -0.150363	descr = N_Gram_GCGTC
cnt = 3	feature = 619	correl = 0.0944683	descr = N_Gram_TCGGC
cnt = 4	feature = 361	correl = 0.0705217	descr = N_Gram_CGTGA
cnt = 5	feature = 606	correl = 0.0522095	descr = N_Gram_TCCCG
cnt = 6	feature = 363	correl = 0.0789734	descr = N_Gram_CGTGG
cnt = 7	feature = 425	correl = 0.0459803	descr = N_Gram_GATAC
cnt = 8	feature = 555	correl = 0.0473666	descr = N_Gram_GTGTA
cnt = 9	feature = 604	correl = 0.0611067	descr = N_Gram_TCCCA
cnt = 10	feature = 322	correl = 0.0672847	descr = N_Gram_CCTCA
cnt = 11	feature = 649	correl = 0.0522095	descr = N_Gram_TGCCG
cnt = 12	feature = 265	correl = -0.0510587	descr = N_Gram_CACCC
cnt = 13	feature = 417	correl = 0.0966337	descr = N_Gram_GACTA
cnt = 14	feature = 697	correl = 0.0784451	descr = N_Gram_TTGCA
cnt = 15	feature = 623	correl = 0.056568	descr = N_Gram_TCTAC
cnt = 16	feature = 449	correl = -0.0451669	descr = N_Gram_GCATG
cnt = 17	feature = 305	correl = 0.114781	descr = N_Gram_CCCCC
cnt = 18	feature = 309	correl = 0.0689214	descr = N_Gram_CCCGC
cnt = 19	feature = 226	correl = 0.0963392	descr = N_Gram_ATATA
cnt = 20	feature = 334	correl = 0.0569573	descr = N_Gram_CGAGG
cnt = 21	feature = 321	correl = 0.0555615	descr = N_Gram_CCTAT
cnt = 22	feature = 516	correl = 0.0676026	descr = N_Gram_GGGGC
cnt = 23	feature = 244	correl = -0.068687	descr = N_Gram_ATTAC
cnt = 24	feature = 231	correl = -0.096687	descr = N_Gram_ATCGG
cnt = 25	feature = 343	correl = 0.0639507	descr = N_Gram_CGGAA
cnt = 26	feature = 527	correl = 0.0773543	descr = N_Gram_GGTCA
cnt = 27	feature = 279	correl = 0.04669	descr = N_Gram_CAGGG
cnt = 28	feature = 391	correl = -0.118168	descr = N_Gram_CTTAT
cnt = 29	feature = 416	correl = -0.103688	descr = N_Gram_GACGT
cnt = 30	feature = 225	correl = 0.0469528	descr = N_Gram_ATAGC
cnt = 31	feature = 228	correl = -0.0524788	descr = N_Gram_ATCAT
cnt = 32	feature = 503	correl = 0.0916557	descr = N_Gram_GGCGG
cnt = 33	feature = 292	correl = 0.0516743	descr = N_Gram_CCAAT
cnt = 34	feature = 383	correl = -0.0769531	descr = N_Gram_CTGAT
cnt = 35	feature = 536	correl = -0.0557263	descr = N_Gram_GTCAA
cnt = 36	feature = 583	correl = -0.0443184	descr = N_Gram_TAGAT
cnt = 37	feature = 303	correl = 0.0840852	descr = N_Gram_CCCAC
cnt = 38	feature = 525	correl = -0.0686245	descr = N_Gram_GGTAA
cnt = 39	feature = 211	correl = -0.143414	descr = N_Gram_AGTCT
cnt = 40	feature = 441	correl = 0.0743071	descr = N_Gram_GCACT
cnt = 41	feature = 563	correl = 0.0449729	descr = N_Gram_GTTGC
cnt = 42	feature = 364	correl = 0.0538781	descr = N_Gram_CGTGT
cnt = 43	feature = 351	correl = 0.135189	descr = N_Gram_CGGGC
cnt = 44	feature = 399	correl = 0.0845057	descr = N_Gram_CTTGG
cnt = 45	feature = 337	correl = -0.0585454	descr = N_Gram_CGATC
cnt = 46	feature = 407	correl = 0.0643379	descr = N_Gram_GACA
cnt = 47	feature = 291	correl = 0.0650369	descr = N_Gram_CCAAG
cnt = 48	feature = 662	correl = 0.0532989	descr = N_Gram_TGGGA
cnt = 49	feature = 255	correl = 0.0533561	descr = N_Gram_CAAAG
cnt = 50	feature = 529	correl = 0.0553621	descr = N_Gram_GGTGC
cnt = 51	feature = 235	correl = 0.0601557	descr = N_Gram_ATCTT
cnt = 52	feature = 605	correl = 0.0526773	descr = N_Gram_TCCCC
cnt = 53	feature = 324	correl = 0.0885261	descr = N_Gram_CCTCG
cnt = 54	feature = 647	correl = 0.0863688	descr = N_Gram_TGCAC
cnt = 55	feature = 426	correl = 0.0508805	descr = N_Gram_GATAT
cnt = 56	feature = 468	correl = 0.0545127	descr = N_Gram_GCGGA
cnt = 57	feature = 681	correl = -0.103736	descr = N_Gram_TTATA
cnt = 58	feature = 437	correl = 0.105457	descr = N_Gram_GCAA
cnt = 59	feature = 500	correl = 0.141104	descr = N_Gram_GGCCT
cnt = 60	feature = 505	correl = 0.154507	descr = N_Gram_GGCTT
cnt = 61	feature = 241	correl = -0.049051	descr = N_Gram_ATGCT
cnt = 62	feature = 274	correl = 0.0546265	descr = N_Gram_CAGCC
cnt = 63	feature = 382	correl = 0.0456416	descr = N_Gram_CTGAC
cnt = 64	feature = 313	correl = 0.0463148	descr = N_Gram_CCGA
cnt = 65	feature = 508	correl = 0.0966337	descr = N_Gram_GGGAC
cnt = 66	feature = 388	correl = 0.0587143	descr = N_Gram_CTGTG
cnt = 67	feature = 207	correl = 0.0447335	descr = N_Gram_AGTA
cnt = 68	feature = 375	correl = -0.0945249	descr = N_Gram_CTCAT
cnt = 69	feature = 616	correl = -0.11223	descr = N_Gram_TCGAG
cnt = 70	feature = 494	correl = 0.0538293	descr = N_Gram_GGCAG
cnt = 71	feature = 539	correl = 0.0514266	descr = N_Gram_GTCCC
cnt = 72	feature = 674	correl = 0.0508267	descr = N_Gram_TGTGT
cnt = 73	feature = 593	correl = 0.106025	descr = N_Gram_TCACC
cnt = 74	feature = 466	correl = 0.0457616	descr = N_Gram_GCGCC
cnt = 75	feature = 219	correl = -0.116476	descr = N_Gram_ATAA
cnt = 76	feature = 290	correl = 0.0681048	descr = N_Gram_CCAAA
cnt = 77	feature = 457	correl = 0.0468005	descr = N_Gram_GCCGC
cnt = 78	feature = 386	correl = 0.0566061	descr = N_Gram_CTGGA
cnt = 79	feature = 580	correl = -0.0585988	descr = N_Gram_TACTT
cnt = 80	feature = 446	correl = 0.0504378	descr = N_Gram_GCAGT
cnt = 81	feature = 13	correl = -0.106593	descr = Position_Specific_Bin_Base_5_Base_A
cnt = 82	feature = 267	correl = 0.0875162	descr = N_Gram_CACCT
cnt = 83	feature = 24	correl = -0.0757129	descr = Position_Specific_Bin_Base_11_Base_G
cnt = 84	feature = 609	correl = -0.0960283	descr = N_Gram_TCCGG
cnt = 85	feature = 631	correl = -0.12351	descr = N_Gram_TCTTA
cnt = 86	feature = 557	correl = 0.0531905	descr = N_Gram_GTGTT
cnt = 87	feature = 661	correl = 0.10714	descr = N_Gram_TGGG
cnt = 88	feature = 545	correl = -0.0769329	descr = N_Gram_GTCTT
cnt = 89	feature = 512	correl = 0.112904	descr = N_Gram_GGGCC
cnt = 90	feature = 23	correl = 0.0709762	descr = Position_Specific_Bin_Base_10_Base_T
cnt = 91	feature = 273	correl = 0.101061	descr = N_Gram_CAGCA
cnt = 92	feature = 304	correl = 0.0702682	descr = N_Gram_CCCC
cnt = 93	feature = 10	correl = 0.0477601	descr = Position_Specific_Bin_Base_3_Base_C
cnt = 94	feature = 8	correl = -0.0766174	descr = Position_Specific_Bin_Base_2_Base_G
cnt = 95	feature = 475	correl = 0.0630263	descr = N_Gram_GCTG
cnt = 96	feature = 52	correl = -0.07153	descr = Gibbs_of_Target_Sequence__Pos_8_Step_1
cnt = 97	feature = 36	correl = -0.0487017	descr = Position_Specific_Bin_Base_17_Base_A
cnt = 98	feature = 541	correl = -0.139915	descr = N_Gram_GTCGA
cnt = 99	feature = 33	correl = -0.134412	descr = Position_Specific_Bin_Base_16_Base_A
cnt = 100	feature = 497	correl = 0.095666	descr = N_Gram_GGCCA
cnt = 101	feature = 473	correl = 0.0951915	descr = N_Gram_GCGTG
cnt = 102	feature = 413	correl = -0.0782646	descr = N_Gram_GACG
cnt = 103	feature = 77	correl = -0.0568313	descr = Xue_Structure_Feature_A110
cnt = 104	feature = 284	correl = 0.112201	descr = N_Gram_CATCC
cnt = 105	feature = 350	correl = 0.107818	descr = N_Gram_CGGGA
cnt = 106	feature = 612	correl = -0.0616462	descr = N_Gram_TCCTC
cnt = 107	feature = 32	correl = 0.0841844	descr = Position_Specific_Bin_Base_14_Base_T
cnt = 108	feature = 28	correl = -0.123833	descr = Position_Specific_Bin_Base_12_Base_T
cnt = 109	feature = 327	correl = -0.0743195	descr = N_Gram_CCTTC
cnt = 110	feature = 308	correl = 0.0864573	descr = N_Gram_CCCG
cnt = 111	feature = 477	correl = 0.0685135	descr = N_Gram_GCTT
cnt = 112	feature = 72	correl = 0.108104	descr = Fold_of_RNAi_Sequence_Pos_13
cnt = 113	feature = 39	correl = -0.0753907	descr = Position_Specific_Bin_Base_17_Base_T
cnt = 114	feature = 483	correl = 0.0576938	descr = N_Gram_GGAAG
cnt = 115	feature = 440	correl = 0.079112	descr = N_Gram_GCAC
cnt = 116	feature = 660	correl = 0.147824	descr = N_Gram_TGGCT
cnt = 117	feature = 14	correl = 0.0729509	descr = Position_Specific_Bin_Base_5_Base_C
cnt = 118	feature = 340	correl = 0.0843153	descr = N_Gram_CGCCG
cnt = 119	feature = 711	correl = -0.131475	descr = N_Gram_TTTTT
cnt = 120	feature = 342	correl = 0.0758056	descr = N_Gram_CGGA
cnt = 121	feature = 509	correl = 0.105736	descr = N_Gram_GGGAG
cnt = 122	feature = 17	correl = 0.114787	descr = Position_Specific_Bin_Base_6_Base_C
cnt = 123	feature = 690	correl = -0.201791	descr = N_Gram_TTCTC
cnt = 124	feature = 592	correl = 0.0492018	descr = N_Gram_TCAC
cnt = 125	feature = 390	correl = -0.0658128	descr = N_Gram_CTTA
cnt = 126	feature = 460	correl = 0.107	descr = N_Gram_GCCT
cnt = 127	feature = 40	correl = -0.282118	descr = Position_Specific_Bin_Base_18_Base_A
cnt = 128	feature = 645	correl = 0.0990614	descr = N_Gram_TGCA
cnt = 129	feature = 544	correl = -0.0836642	descr = N_Gram_GTCT
cnt = 130	feature = 35	correl = 0.0606741	descr = Position_Specific_Bin_Base_16_Base_G
cnt = 131	feature = 467	correl = 0.0832831	descr = N_Gram_GCGG
cnt = 132	feature = 73	correl = 0.0679381	descr = Fold_of_RNAi_Sequence_Pos_14
cnt = 133	feature = 69	correl = 0.0960731	descr = Fold_of_RNAi_Sequence_Pos_9
cnt = 134	feature = 105	correl = 0.12693	descr = Fold_of_Target_NoEndbrace_noends_Pos_17
cnt = 135	feature = 602	correl = -0.146788	descr = N_Gram_TCCAG
cnt = 136	feature = 579	correl = -0.0643994	descr = N_Gram_TACT
cnt = 137	feature = 54	correl = -0.105255	descr = Gibbs_of_Target_Sequence__Pos_13_Step_1
cnt = 138	feature = 79	correl = 0.1176	descr = Xue_Structure_Feature_A101
cnt = 139	feature = 357	correl = -0.111191	descr = N_Gram_CGTC
cnt = 140	feature = 504	correl = 0.0809913	descr = N_Gram_GGCT
cnt = 141	feature = 82	correl = 0.0473888	descr = Xue_Structure_Feature_C100
cnt = 142	feature = 540	correl = -0.104129	descr = N_Gram_GTCG
cnt = 143	feature = 252	correl = 0.124289	descr = N_Gram_CAA
cnt = 144	feature = 481	correl = 0.0533468	descr = N_Gram_GGAA
cnt = 145	feature = 64	correl = 0.200631	descr = Fold_of_RNAi_Sequence_Pos_1
cnt = 146	feature = 456	correl = 0.0470482	descr = N_Gram_GCCG
cnt = 147	feature = 276	correl = -0.138667	descr = N_Gram_CAGCT
cnt = 148	feature = 67	correl = 0.0539575	descr = Fold_of_RNAi_Sequence_Pos_4
cnt = 149	feature = 691	correl = -0.102603	descr = N_Gram_TTCTT
cnt = 150	feature = 510	correl = 0.133195	descr = N_Gram_GGGC
cnt = 151	feature = 655	correl = 0.0828624	descr = N_Gram_TGG
cnt = 152	feature = 57	correl = -0.185372	descr = Gibbs_of_Target_Sequence__Pos_18_Step_1
cnt = 153	feature = 546	correl = 0.18024	descr = N_Gram_GTG
cnt = 154	feature = 338	correl = 0.0569033	descr = N_Gram_CGCC
cnt = 155	feature = 392	correl = -0.102172	descr = N_Gram_CTTC
cnt = 156	feature = 703	correl = -0.0952573	descr = N_Gram_TTTC
cnt = 157	feature = 496	correl = 0.177325	descr = N_Gram_GGCC
cnt = 158	feature = 80	correl = 0.109024	descr = Xue_Structure_Feature_C111
cnt = 159	feature = 599	correl = -0.0864073	descr = N_Gram_TCC
cnt = 160	feature = 341	correl = 0.0824102	descr = N_Gram_CGG
cnt = 161	feature = 450	correl = 0.105854	descr = N_Gram_GCC
cnt = 162	feature = 492	correl = 0.162124	descr = N_Gram_GGC
cnt = 163	feature = 86	correl = -0.102472	descr = Xue_Structure_Feature_C000
cnt = 164	feature = 60	correl = -0.196859	descr = PF_RNAi_Fold_Energy
num rows = 521
num_elements = 85965
*
optimization finished, #iter = 457
nu = 0.608436
obj = -51.866900, rho = -0.191759
nSV = 365, nBSV = 270
num rows = 58
num_elements = 9570
*
optimization finished, #iter = 41
nu = 0.580481
obj = -6.253765, rho = -0.374859
nSV = 43, nBSV = 25
*
optimization finished, #iter = 457
nu = 0.608436
obj = -51.866900, rho = -0.191759
nSV = 365, nBSV = 270
CFS merit scores = 1.35103
CFS merit scores = 1.57219
CFS merit scores = 1.82599
CFS merit scores = 2.04842
CFS merit scores = 2.25371
CFS merit scores = 2.44002
CFS merit scores = 2.61066
CFS merit scores = 2.76959
CFS merit scores = 2.91989
CFS merit scores = 3.06277
CFS merit scores = 3.19817
CFS merit scores = 3.32689
CFS merit scores = 3.45002
CFS merit scores = 3.56822
CFS merit scores = 3.68228
CFS merit scores = 3.7926
CFS merit scores = 3.89956
CFS merit scores = 4.00035
CFS merit scores = 4.09627
CFS merit scores = 4.18892
CFS merit scores = 4.27868
CFS merit scores = 4.36578
CFS merit scores = 4.45035
CFS merit scores = 4.53255
CFS merit scores = 4.61103
CFS merit scores = 4.68706
CFS merit scores = 4.75821
CFS merit scores = 4.82642
CFS merit scores = 4.89119
CFS merit scores = 4.9461
CFS merit scores = 4.99881
CFS merit scores = 5.04986
CFS merit scores = 5.09563
CFS merit scores = 5.13793
CFS merit scores = 5.17554
CFS merit scores = 5.20977
CFS merit scores = 5.23874
CFS merit scores = 5.26587
CFS merit scores = 5.29051
CFS merit scores = 5.31314
CFS merit scores = 5.33574
CFS merit scores = 5.35829
CFS merit scores = 5.38031
CFS merit scores = 5.40137
CFS merit scores = 5.4217
CFS merit scores = 5.44093
CFS merit scores = 5.4603
CFS merit scores = 5.47561
CFS merit scores = 5.49091
CFS merit scores = 5.50625
CFS merit scores = 5.52084
CFS merit scores = 5.53531
CFS merit scores = 5.54927
CFS merit scores = 5.55951
CFS merit scores = 5.56813
CFS merit scores = 5.57471
CFS merit scores = 5.58056
CFS merit scores = 5.58197
CFS merit scores = 5.58228
CFS merit scores = 5.58219
CFS merit scores = 5.58161
CFS merit scores = 5.5806
CFS merit scores = 5.58043
CFS merit scores = 5.57987
CFS merit scores = 5.57939
CFS merit scores = 5.57911
CFS merit scores = 5.57917
CFS merit scores = 5.57276
CFS merit scores = 5.56653
CFS merit scores = 5.55804
CFS merit scores = 5.5503
CFS merit scores = 5.54263
CFS merit scores = 5.5358
CFS merit scores = 5.52912
CFS merit scores = 5.52242
CFS merit scores = 5.51513
CFS merit scores = 5.50771
CFS merit scores = 5.50045
CFS merit scores = 5.4927
CFS merit scores = 5.4846
CFS merit scores = 5.4757
CFS merit scores = 5.46699
CFS merit scores = 5.45702
CFS merit scores = 5.44783
CFS merit scores = 5.43633
CFS merit scores = 5.42599
CFS merit scores = 5.41543
CFS merit scores = 5.40401
CFS merit scores = 5.39303
CFS merit scores = 5.38212
CFS merit scores = 5.37177
CFS merit scores = 5.36163
CFS merit scores = 5.35213
CFS merit scores = 5.34259
CFS merit scores = 5.3334
CFS merit scores = 5.32368
CFS merit scores = 5.31463
CFS merit scores = 5.30533
CFS merit scores = 5.29543
CFS merit scores = 5.28576
CFS merit scores = 5.27679
CFS merit scores = 5.26582
CFS merit scores = 5.25499
CFS merit scores = 5.24415
CFS merit scores = 5.23335
CFS merit scores = 5.2231
cnt = 1	feature = 57	correl = -0.351026	descr = Gibbs_of_Target_Sequence__Pos_20_Step_1
cnt = 2	feature = 291	correl = 0.108972	descr = N_Gram_CCAA
cnt = 3	feature = 267	correl = -0.0776467	descr = N_Gram_CACGA
cnt = 4	feature = 437	correl = -0.0557194	descr = N_Gram_GATCG
cnt = 5	feature = 219	correl = -0.0502394	descr = N_Gram_ATAAT
cnt = 6	feature = 407	correl = 0.101285	descr = N_Gram_GAAAG
cnt = 7	feature = 450	correl = 0.072894	descr = N_Gram_GCAAT
cnt = 8	feature = 467	correl = -0.0562543	descr = N_Gram_GCCGT
cnt = 9	feature = 228	correl = -0.0492157	descr = N_Gram_ATCGC
cnt = 10	feature = 692	correl = 0.0445382	descr = N_Gram_TTCGA
cnt = 11	feature = 505	correl = -0.0572984	descr = N_Gram_GGCAC
cnt = 12	feature = 390	correl = 0.055997	descr = N_Gram_CTGGG
cnt = 13	feature = 364	correl = 0.0788865	descr = N_Gram_CGTGG
cnt = 14	feature = 342	correl = 0.0570669	descr = N_Gram_CGCTA
cnt = 15	feature = 540	correl = 0.0503943	descr = N_Gram_GTATA
cnt = 16	feature = 478	correl = 0.0451013	descr = N_Gram_GCGTA
cnt = 17	feature = 340	correl = 0.0451013	descr = N_Gram_CGCCA
cnt = 18	feature = 472	correl = 0.0445806	descr = N_Gram_GCGAG
cnt = 19	feature = 500	correl = 0.089506	descr = N_Gram_GGAGT
cnt = 20	feature = 579	correl = 0.0740259	descr = N_Gram_TAAGC
cnt = 21	feature = 623	correl = 0.0737083	descr = N_Gram_TCGGA
cnt = 22	feature = 237	correl = -0.0454569	descr = N_Gram_ATGCA
cnt = 23	feature = 529	correl = 0.0517626	descr = N_Gram_GGGGG
cnt = 24	feature = 510	correl = 0.0497675	descr = N_Gram_GGCCG
cnt = 25	feature = 309	correl = 0.0688261	descr = N_Gram_CCCGC
cnt = 26	feature = 441	correl = 0.0542832	descr = N_Gram_GATGT
cnt = 27	feature = 290	correl = 0.0579106	descr = N_Gram_CATTA
cnt = 28	feature = 609	correl = 0.061005	descr = N_Gram_TCCCA
cnt = 29	feature = 703	correl = 0.0589592	descr = N_Gram_TTGCA
cnt = 30	feature = 580	correl = -0.14	descr = N_Gram_TAAGT
cnt = 31	feature = 460	correl = 0.0928253	descr = N_Gram_GCCAG
cnt = 32	feature = 599	correl = 0.0488607	descr = N_Gram_TCAGA
cnt = 33	feature = 593	correl = -0.0565826	descr = N_Gram_TATTC
cnt = 34	feature = 278	correl = 0.0858995	descr = N_Gram_CAGGA
cnt = 35	feature = 539	correl = 0.0549123	descr = N_Gram_GGTTG
cnt = 36	feature = 255	correl = 0.0492396	descr = N_Gram_CAAGC
cnt = 37	feature = 514	correl = 0.0780795	descr = N_Gram_GGCGG
cnt = 38	feature = 386	correl = -0.0553155	descr = N_Gram_CTCTC
cnt = 39	feature = 466	correl = 0.072319	descr = N_Gram_GCCGG
cnt = 40	feature = 396	correl = 0.0494568	descr = N_Gram_CTTCC
cnt = 41	feature = 448	correl = 0.0608259	descr = N_Gram_GCAAA
cnt = 42	feature = 305	correl = 0.0839686	descr = N_Gram_CCCAC
cnt = 43	feature = 286	correl = -0.0640705	descr = N_Gram_CATCG
cnt = 44	feature = 509	correl = 0.0890522	descr = N_Gram_GGCCC
cnt = 45	feature = 321	correl = -0.108383	descr = N_Gram_CCTCC
cnt = 46	feature = 222	correl = 0.0732557	descr = N_Gram_ATAGT
cnt = 47	feature = 590	correl = 0.07769	descr = N_Gram_TAGTC
cnt = 48	feature = 337	correl = -0.0463533	descr = N_Gram_CGATG
cnt = 49	feature = 596	correl = 0.0535565	descr = N_Gram_TCAAG
cnt = 50	feature = 512	correl = -0.0612784	descr = N_Gram_GGCGA
cnt = 51	feature = 425	correl = -0.0479501	descr = N_Gram_GAGCC
cnt = 52	feature = 322	correl = 0.060428	descr = N_Gram_CCTCG
cnt = 53	feature = 416	correl = -0.0637454	descr = N_Gram_GACCT
cnt = 54	feature = 541	correl = -0.062694	descr = N_Gram_GTATC
cnt = 55	feature = 649	correl = -0.048882	descr = N_Gram_TGATC
cnt = 56	feature = 655	correl = -0.142705	descr = N_Gram_TGCG
cnt = 57	feature = 602	correl = -0.0550172	descr = N_Gram_TCATA
cnt = 58	feature = 605	correl = 0.0922761	descr = N_Gram_TCCAA
cnt = 59	feature = 440	correl = -0.0665899	descr = N_Gram_GATGC
cnt = 60	feature = 274	correl = 0.0545108	descr = N_Gram_CAGCC
cnt = 61	feature = 546	correl = -0.091129	descr = N_Gram_GTCCA
cnt = 62	feature = 313	correl = 0.0706988	descr = N_Gram_CCGGC
cnt = 63	feature = 565	correl = 0.0694316	descr = N_Gram_GTGTG
cnt = 64	feature = 241	correl = -0.0734402	descr = N_Gram_ATTAC
cnt = 65	feature = 351	correl = 0.0901555	descr = N_Gram_CGGGA
cnt = 66	feature = 612	correl = -0.0748541	descr = N_Gram_TCCGC
cnt = 67	feature = 231	correl = 0.0797974	descr = N_Gram_ATCTG
cnt = 68	feature = 645	correl = -0.0455926	descr = N_Gram_TGACT
cnt = 69	feature = 334	correl = -0.090811	descr = N_Gram_CGAGT
cnt = 70	feature = 711	correl = 0.0461979	descr = N_Gram_TTTCA
cnt = 71	feature = 525	correl = 0.0777578	descr = N_Gram_GGGCG
cnt = 72	feature = 265	correl = 0.0739212	descr = N_Gram_CACCT
cnt = 73	feature = 690	correl = 0.075369	descr = N_Gram_TTCCA
cnt = 74	feature = 501	correl = -0.101171	descr = N_Gram_GGATC
cnt = 75	feature = 426	correl = 0.0911086	descr = N_Gram_GAGCT
cnt = 76	feature = 496	correl = 0.102968	descr = N_Gram_GGACC
cnt = 77	feature = 226	correl = 0.0736043	descr = N_Gram_ATCAG
cnt = 78	feature = 578	correl = -0.0513164	descr = N_Gram_TAAGA
cnt = 79	feature = 235	correl = -0.0633511	descr = N_Gram_ATGAT
cnt = 80	feature = 487	correl = 0.0713594	descr = N_Gram_GCTGG
cnt = 81	feature = 363	correl = 0.11555	descr = N_Gram_CGTGC
cnt = 82	feature = 606	correl = -0.0634811	descr = N_Gram_TCCAC
cnt = 83	feature = 497	correl = 0.0986263	descr = N_Gram_GGACG
cnt = 84	feature = 661	correl = 0.122443	descr = N_Gram_TGGCC
cnt = 85	feature = 662	correl = -0.10154	descr = N_Gram_TGGCG
cnt = 86	feature = 468	correl = 0.0886763	descr = N_Gram_GCCT
cnt = 87	feature = 674	correl = 0.0581474	descr = N_Gram_TGTCC
cnt = 88	feature = 24	correl = -0.0910926	descr = Position_Specific_Bin_Base_11_Base_G
cnt = 89	feature = 13	correl = -0.125111	descr = Position_Specific_Bin_Base_5_Base_A
cnt = 90	feature = 324	correl = -0.0472097	descr = N_Gram_CCTGG
cnt = 91	feature = 456	correl = 0.113531	descr = N_Gram_GCATC
cnt = 92	feature = 211	correl = 0.0459271	descr = N_Gram_AGTG
cnt = 93	feature = 36	correl = -0.0501528	descr = Position_Specific_Bin_Base_16_Base_T
cnt = 94	feature = 527	correl = 0.0708556	descr = N_Gram_GGGGA
cnt = 95	feature = 10	correl = -0.0440194	descr = Position_Specific_Bin_Base_3_Base_A
cnt = 96	feature = 713	correl = -0.0576182	descr = N_Gram_TTTCG
cnt = 97	feature = 28	correl = -0.119936	descr = Position_Specific_Bin_Base_12_Base_T
cnt = 98	feature = 616	correl = -0.0700986	descr = N_Gram_TCCTC
cnt = 99	feature = 508	correl = 0.102806	descr = N_Gram_GGCCA
cnt = 100	feature = 388	correl = 0.0463813	descr = N_Gram_CTGC
cnt = 101	feature = 32	correl = 0.093727	descr = Position_Specific_Bin_Base_14_Base_T
cnt = 102	feature = 399	correl = -0.0827461	descr = N_Gram_CTTGA
cnt = 103	feature = 17	correl = 0.104792	descr = Position_Specific_Bin_Base_6_Base_C
cnt = 104	feature = 619	correl = -0.0871725	descr = N_Gram_TCGA
cnt = 105	feature = 252	correl = 0.0496247	descr = N_Gram_CAACA
cnt = 106	feature = 308	correl = 0.0968647	descr = N_Gram_CCCG
num rows = 521
num_elements = 55747
*
optimization finished, #iter = 294
nu = 0.731944
obj = -71.809716, rho = -0.002039
nSV = 404, nBSV = 356
num rows = 58
num_elements = 6206
*
optimization finished, #iter = 28
nu = 0.672127
obj = -7.944255, rho = -0.308761
nSV = 44, nBSV = 34
*
optimization finished, #iter = 294
nu = 0.731944
obj = -71.809716, rho = -0.002039
nSV = 404, nBSV = 356
CFS merit scores = 1.22163
CFS merit scores = 1.54385
CFS merit scores = 1.81248
CFS merit scores = 2.03779
CFS merit scores = 2.24387
CFS merit scores = 2.43318
CFS merit scores = 2.6098
CFS merit scores = 2.77538
CFS merit scores = 2.93171
CFS merit scores = 3.07426
CFS merit scores = 3.20976
CFS merit scores = 3.33302
CFS merit scores = 3.44771
CFS merit scores = 3.55625
CFS merit scores = 3.66029
CFS merit scores = 3.76008
CFS merit scores = 3.85398
CFS merit scores = 3.94284
CFS merit scores = 4.02896
CFS merit scores = 4.11165
CFS merit scores = 4.19042
CFS merit scores = 4.26613
CFS merit scores = 4.33977
CFS merit scores = 4.41113
CFS merit scores = 4.48022
CFS merit scores = 4.54696
CFS merit scores = 4.61058
CFS merit scores = 4.67215
CFS merit scores = 4.73167
CFS merit scores = 4.78919
CFS merit scores = 4.83975
CFS merit scores = 4.88892
CFS merit scores = 4.93292
CFS merit scores = 4.97539
CFS merit scores = 5.01219
CFS merit scores = 5.04777
CFS merit scores = 5.07966
CFS merit scores = 5.10881
CFS merit scores = 5.1365
CFS merit scores = 5.16379
CFS merit scores = 5.18759
CFS merit scores = 5.20892
CFS merit scores = 5.23035
CFS merit scores = 5.25132
CFS merit scores = 5.26805
CFS merit scores = 5.28528
CFS merit scores = 5.30191
CFS merit scores = 5.31874
CFS merit scores = 5.33391
CFS merit scores = 5.34767
CFS merit scores = 5.36117
CFS merit scores = 5.3654
CFS merit scores = 5.37014
CFS merit scores = 5.37611
CFS merit scores = 5.37942
CFS merit scores = 5.3831
CFS merit scores = 5.38566
CFS merit scores = 5.38675
CFS merit scores = 5.38774
CFS merit scores = 5.38951
CFS merit scores = 5.39125
CFS merit scores = 5.3939
CFS merit scores = 5.39617
CFS merit scores = 5.3941
CFS merit scores = 5.39324
CFS merit scores = 5.3905
CFS merit scores = 5.38837
CFS merit scores = 5.38633
CFS merit scores = 5.38241
CFS merit scores = 5.3787
CFS merit scores = 5.37579
CFS merit scores = 5.37041
CFS merit scores = 5.36437
CFS merit scores = 5.35817
CFS merit scores = 5.35201
CFS merit scores = 5.34626
CFS merit scores = 5.34082
CFS merit scores = 5.33589
CFS merit scores = 5.32819
CFS merit scores = 5.31972
CFS merit scores = 5.31197
CFS merit scores = 5.30445
CFS merit scores = 5.29495
CFS merit scores = 5.28537
CFS merit scores = 5.27583
CFS merit scores = 5.26614
CFS merit scores = 5.25539
CFS merit scores = 5.24378
CFS merit scores = 5.23204
CFS merit scores = 5.22027
CFS merit scores = 5.20794
CFS merit scores = 5.19593
CFS merit scores = 5.18437
CFS merit scores = 5.17246
CFS merit scores = 5.1597
CFS merit scores = 5.14765
CFS merit scores = 5.13542
CFS merit scores = 5.12336
CFS merit scores = 5.11178
CFS merit scores = 5.09865
CFS merit scores = 5.08617
CFS merit scores = 5.07422
CFS merit scores = 5.06196
CFS merit scores = 5.05037
CFS merit scores = 5.03846
CFS merit scores = 5.02623
CFS merit scores = 5.01423
CFS merit scores = 5.00209
CFS merit scores = 4.99068
CFS merit scores = 4.97944
CFS merit scores = 4.96679
CFS merit scores = 4.9544
CFS merit scores = 4.94256
CFS merit scores = 4.92995
CFS merit scores = 4.91743
CFS merit scores = 4.90514
CFS merit scores = 4.89321
CFS merit scores = 4.88102
CFS merit scores = 4.86936
CFS merit scores = 4.8571
CFS merit scores = 4.84343
CFS merit scores = 4.83012
CFS merit scores = 4.81702
CFS merit scores = 4.80412
CFS merit scores = 4.79187
CFS merit scores = 4.77948
CFS merit scores = 4.76744
CFS merit scores = 4.75548
CFS merit scores = 4.74345
CFS merit scores = 4.72956
CFS merit scores = 4.71596
CFS merit scores = 4.70066
CFS merit scores = 4.68338
CFS merit scores = 4.66643
CFS merit scores = 4.64986
CFS merit scores = 4.63336
CFS merit scores = 4.61424
CFS merit scores = 4.59442
CFS merit scores = 4.57514
CFS merit scores = 4.55563
CFS merit scores = 4.5353
CFS merit scores = 4.51266
cnt = 1	feature = 674	correl = -0.221627	descr = N_Gram_TTCTC
cnt = 2	feature = 67	correl = 0.180286	descr = Fold_of_RNAi_Sequence_Pos_0
cnt = 3	feature = 361	correl = 0.0904271	descr = N_Gram_CTA
cnt = 4	feature = 357	correl = 0.0788089	descr = N_Gram_CGTGG
cnt = 5	feature = 574	correl = 0.0675531	descr = N_Gram_TATAT
cnt = 6	feature = 327	correl = -0.0492258	descr = N_Gram_CGACC
cnt = 7	feature = 606	correl = -0.0492258	descr = N_Gram_TCGCA
cnt = 8	feature = 505	correl = 0.0450415	descr = N_Gram_GGGCT
cnt = 9	feature = 309	correl = 0.0450415	descr = N_Gram_CCGCA
cnt = 10	feature = 304	correl = 0.0687388	descr = N_Gram_CCCGC
cnt = 11	feature = 351	correl = -0.0676911	descr = N_Gram_CGTAC
cnt = 12	feature = 321	correl = 0.0720865	descr = N_Gram_CCTGC
cnt = 13	feature = 472	correl = 0.120547	descr = N_Gram_GGAAA
cnt = 14	feature = 509	correl = 0.0928145	descr = N_Gram_GGGTC
cnt = 15	feature = 252	correl = 0.0616903	descr = N_Gram_CAAGC
cnt = 16	feature = 343	correl = 0.0496787	descr = N_Gram_CGGCC
cnt = 17	feature = 539	correl = 0.0611525	descr = N_Gram_GTGAC
cnt = 18	feature = 473	correl = -0.0498594	descr = N_Gram_GGAAC
cnt = 19	feature = 303	correl = 0.073181	descr = N_Gram_CCCGA
cnt = 20	feature = 313	correl = -0.0641534	descr = N_Gram_CCGGT
cnt = 21	feature = 501	correl = 0.120675	descr = N_Gram_GGGAG
cnt = 22	feature = 255	correl = 0.0520892	descr = N_Gram_CAATA
cnt = 23	feature = 404	correl = 0.0444698	descr = N_Gram_GACAC
cnt = 24	feature = 510	correl = -0.0444272	descr = N_Gram_GGGTT
cnt = 25	feature = 364	correl = 0.0661461	descr = N_Gram_CTAGG
cnt = 26	feature = 334	correl = -0.0494292	descr = N_Gram_CGATG
cnt = 27	feature = 382	correl = -0.0684932	descr = N_Gram_CTGCC
cnt = 28	feature = 546	correl = 0.0471497	descr = N_Gram_GTGTA
cnt = 29	feature = 426	correl = 0.0484501	descr = N_Gram_GATTG
cnt = 30	feature = 492	correl = -0.084973	descr = N_Gram_GGCGA
cnt = 31	feature = 500	correl = 0.106148	descr = N_Gram_GGGAC
cnt = 32	feature = 337	correl = 0.0570008	descr = N_Gram_CGCTA
cnt = 33	feature = 516	correl = 0.0576326	descr = N_Gram_GGTTG
cnt = 34	feature = 267	correl = 0.0670594	descr = N_Gram_CACTC
cnt = 35	feature = 363	correl = 0.0563769	descr = N_Gram_CTACT
cnt = 36	feature = 441	correl = -0.045258	descr = N_Gram_GCATG
cnt = 37	feature = 529	correl = 0.0512049	descr = N_Gram_GTCCC
cnt = 38	feature = 226	correl = -0.095802	descr = N_Gram_ATCGG
cnt = 39	feature = 596	correl = -0.0802348	descr = N_Gram_TCCGC
cnt = 40	feature = 514	correl = 0.0551954	descr = N_Gram_GGTGC
cnt = 41	feature = 324	correl = -0.114938	descr = N_Gram_CCTTC
cnt = 42	feature = 241	correl = 0.0669167	descr = N_Gram_ATTCC
cnt = 43	feature = 605	correl = -0.14911	descr = N_Gram_TCGAG
cnt = 44	feature = 291	correl = -0.0447983	descr = N_Gram_CCACG
cnt = 45	feature = 340	correl = 0.0637315	descr = N_Gram_CGGAA
cnt = 46	feature = 508	correl = 0.0450415	descr = N_Gram_GGGGT
cnt = 47	feature = 599	correl = 0.0553946	descr = N_Gram_TCCTA
cnt = 48	feature = 437	correl = 0.062322	descr = N_Gram_GCAGC
cnt = 49	feature = 235	correl = -0.0659481	descr = N_Gram_ATGCT
cnt = 50	feature = 494	correl = 0.0903571	descr = N_Gram_GGCGG
cnt = 51	feature = 258	correl = 0.0832887	descr = N_Gram_CACAG
cnt = 52	feature = 290	correl = 0.0594077	descr = N_Gram_CCACC
cnt = 53	feature = 225	correl = -0.0492258	descr = N_Gram_ATCGC
cnt = 54	feature = 207	correl = 0.0975619	descr = N_Gram_AGTGT
cnt = 55	feature = 555	correl = -0.0479684	descr = N_Gram_GTTGT
cnt = 56	feature = 228	correl = 0.0796666	descr = N_Gram_ATCTG
cnt = 57	feature = 440	correl = 0.10902	descr = N_Gram_GCATC
cnt = 58	feature = 425	correl = -0.0717742	descr = N_Gram_GATTA
cnt = 59	feature = 580	correl = 0.0952317	descr = N_Gram_TCACC
cnt = 60	feature = 665	correl = -0.073479	descr = N_Gram_TTACC
cnt = 61	feature = 481	correl = -0.106626	descr = N_Gram_GGATC
cnt = 62	feature = 541	correl = 0.0570008	descr = N_Gram_GTGCG
cnt = 63	feature = 448	correl = 0.0721921	descr = N_Gram_GCCGG
cnt = 64	feature = 386	correl = 0.0450415	descr = N_Gram_CTTAC
cnt = 65	feature = 686	correl = 0.0546418	descr = N_Gram_TTGGT
cnt = 66	feature = 211	correl = -0.114928	descr = N_Gram_AGTTT
cnt = 67	feature = 407	correl = 0.0591652	descr = N_Gram_GACCG
cnt = 68	feature = 305	correl = 0.0705893	descr = N_Gram_CCCGG
cnt = 69	feature = 460	correl = 0.054097	descr = N_Gram_GCGGT
cnt = 70	feature = 645	correl = 0.0920003	descr = N_Gram_TGGG
cnt = 71	feature = 496	correl = 0.154164	descr = N_Gram_GGCTT
cnt = 72	feature = 77	correl = -0.0508233	descr = Fold_of_RNAi_Sequence_Pos_18
cnt = 73	feature = 24	correl = -0.0554109	descr = Position_Specific_Bin_Base_9_Base_T
cnt = 74	feature = 619	correl = -0.0577328	descr = N_Gram_TCTTG
cnt = 75	feature = 612	correl = -0.0777771	descr = N_Gram_TCTCA
cnt = 76	feature = 467	correl = 0.0824739	descr = N_Gram_GCTGG
cnt = 77	feature = 375	correl = -0.0439351	descr = N_Gram_CTCCG
cnt = 78	feature = 276	correl = 0.121945	descr = N_Gram_CAGTG
cnt = 79	feature = 57	correl = -0.100348	descr = Gibbs_of_Target_Sequence__Pos_13_Step_1
cnt = 80	feature = 34	correl = 0.0449651	descr = Position_Specific_Bin_Base_14_Base_C
cnt = 81	feature = 39	correl = -0.0496727	descr = Position_Specific_Bin_Base_16_Base_T
cnt = 82	feature = 450	correl = 0.119503	descr = N_Gram_GCCT
cnt = 83	feature = 466	correl = -0.0778558	descr = N_Gram_GCTCC
cnt = 84	feature = 631	correl = -0.126073	descr = N_Gram_TGATT
cnt = 85	feature = 563	correl = -0.0880709	descr = N_Gram_TAAG
cnt = 86	feature = 11	correl = 0.0715807	descr = Position_Specific_Bin_Base_2_Base_T
cnt = 87	feature = 353	correl = -0.127818	descr = N_Gram_CGTCG
cnt = 88	feature = 231	correl = -0.0674853	descr = N_Gram_ATGA
cnt = 89	feature = 314	correl = 0.0671655	descr = N_Gram_CCGT
cnt = 90	feature = 655	correl = 0.0580018	descr = N_Gram_TGTCC
cnt = 91	feature = 17	correl = 0.0832069	descr = Position_Specific_Bin_Base_5_Base_C
cnt = 92	feature = 79	correl = -0.0599699	descr = Xue_Structure_Feature_A110
cnt = 93	feature = 8	correl = -0.072672	descr = Position_Specific_Bin_Base_2_Base_A
cnt = 94	feature = 23	correl = 0.05953	descr = Position_Specific_Bin_Base_9_Base_G
cnt = 95	feature = 14	correl = 0.0478372	descr = Position_Specific_Bin_Base_4_Base_C
cnt = 96	feature = 391	correl = -0.0864316	descr = N_Gram_CTTGA
cnt = 97	feature = 649	correl = 0.0585371	descr = N_Gram_TGGT
cnt = 98	feature = 468	correl = 0.0608741	descr = N_Gram_GCTT
cnt = 99	feature = 579	correl = 0.0447217	descr = N_Gram_TCAC
cnt = 100	feature = 265	correl = -0.0871877	descr = N_Gram_CACGA
cnt = 101	feature = 36	correl = -0.122514	descr = Position_Specific_Bin_Base_16_Base_A
cnt = 102	feature = 416	correl = -0.105056	descr = N_Gram_GAGTT
cnt = 103	feature = 32	correl = 0.08487	descr = Position_Specific_Bin_Base_13_Base_C
cnt = 104	feature = 72	correl = 0.0485657	descr = Fold_of_RNAi_Sequence_Pos_10
cnt = 105	feature = 28	correl = 0.136225	descr = Position_Specific_Bin_Base_12_Base_C
cnt = 106	feature = 545	correl = 0.0783838	descr = N_Gram_GTGT
cnt = 107	feature = 13	correl = -0.0659148	descr = Position_Specific_Bin_Base_4_Base_A
cnt = 108	feature = 540	correl = 0.0577975	descr = N_Gram_GTGC
cnt = 109	feature = 341	correl = 0.103406	descr = N_Gram_CGGC
cnt = 110	feature = 105	correl = 0.155594	descr = Fold_of_Target_NoEndbrace_noends_Pos_18
cnt = 111	feature = 475	correl = 0.090033	descr = N_Gram_GGAC
cnt = 112	feature = 392	correl = -0.114554	descr = N_Gram_CTTGC
cnt = 113	feature = 274	correl = 0.133558	descr = N_Gram_CAGT
cnt = 114	feature = 80	correl = 0.0709011	descr = Xue_Structure_Feature_A100
cnt = 115	feature = 10	correl = -0.0614154	descr = Position_Specific_Bin_Base_2_Base_G
cnt = 116	feature = 60	correl = -0.114628	descr = Gibbs_of_Target_Sequence__Pos_17_Step_1
cnt = 117	feature = 525	correl = -0.0847882	descr = N_Gram_GTC
cnt = 118	feature = 73	correl = 0.0674259	descr = Fold_of_RNAi_Sequence_Pos_11
cnt = 119	feature = 623	correl = -0.0747605	descr = N_Gram_TGAAG
cnt = 120	feature = 697	correl = -0.102371	descr = N_Gram_TTTTT
cnt = 121	feature = 677	correl = -0.0690254	descr = N_Gram_TTGA
cnt = 122	feature = 681	correl = -0.0898801	descr = N_Gram_TTGC
cnt = 123	feature = 602	correl = -0.0785299	descr = N_Gram_TCG
cnt = 124	feature = 446	correl = 0.083521	descr = N_Gram_GCCG
cnt = 125	feature = 471	correl = 0.0769589	descr = N_Gram_GGAA
cnt = 126	feature = 456	correl = 0.0897644	descr = N_Gram_GCGG
cnt = 127	feature = 58	correl = -0.171832	descr = Gibbs_of_Target_Sequence__Pos_14_Step_1
cnt = 128	feature = 69	correl = 0.173695	descr = Fold_of_RNAi_Sequence_Pos_2
cnt = 129	feature = 691	correl = -0.0692288	descr = N_Gram_TTTCC
cnt = 130	feature = 662	correl = -0.0770247	descr = N_Gram_TTA
cnt = 131	feature = 222	correl = -0.0590112	descr = N_Gram_ATC
cnt = 132	feature = 82	correl = 0.108334	descr = Xue_Structure_Feature_C111
cnt = 133	feature = 417	correl = -0.0721812	descr = N_Gram_GAT
cnt = 134	feature = 616	correl = -0.0945642	descr = N_Gram_TCTT
cnt = 135	feature = 335	correl = 0.0598446	descr = N_Gram_CGCC
cnt = 136	feature = 390	correl = -0.0512649	descr = N_Gram_CTTG
cnt = 137	feature = 609	correl = -0.105703	descr = N_Gram_TCT
cnt = 138	feature = 690	correl = -0.0968157	descr = N_Gram_TTTC
cnt = 139	feature = 497	correl = 0.178305	descr = N_Gram_GGG
cnt = 140	feature = 483	correl = 0.150884	descr = N_Gram_GGC
cnt = 141	feature = 676	correl = -0.0521481	descr = N_Gram_TTG
cnt = 142	feature = 86	correl = 0.104148	descr = Xue_Structure_Feature_G111
num rows = 521
num_elements = 74503
*
optimization finished, #iter = 404
nu = 0.626207
obj = -54.145465, rho = -0.194214
nSV = 360, nBSV = 285
num rows = 58
num_elements = 8294
*
optimization finished, #iter = 49
nu = 0.621957
obj = -5.447173, rho = -0.358171
nSV = 46, nBSV = 24
*
optimization finished, #iter = 404
nu = 0.626207
obj = -54.145465, rho = -0.194214
nSV = 360, nBSV = 285
CFS merit scores = 1.30094
CFS merit scores = 1.58276
CFS merit scores = 1.83889
CFS merit scores = 2.06914
CFS merit scores = 2.27352
CFS merit scores = 2.4621
CFS merit scores = 2.63555
CFS merit scores = 2.79571
CFS merit scores = 2.94466
CFS merit scores = 3.08492
CFS merit scores = 3.21805
CFS merit scores = 3.34509
CFS merit scores = 3.46453
CFS merit scores = 3.57807
CFS merit scores = 3.68714
CFS merit scores = 3.79172
CFS merit scores = 3.89316
CFS merit scores = 3.99153
CFS merit scores = 4.08555
CFS merit scores = 4.17703
CFS merit scores = 4.26581
CFS merit scores = 4.35116
CFS merit scores = 4.43329
CFS merit scores = 4.51156
CFS merit scores = 4.58694
CFS merit scores = 4.66028
CFS merit scores = 4.73194
CFS merit scores = 4.79936
CFS merit scores = 4.86339
CFS merit scores = 4.92406
CFS merit scores = 4.98253
CFS merit scores = 5.03931
CFS merit scores = 5.09255
CFS merit scores = 5.14341
CFS merit scores = 5.19114
CFS merit scores = 5.23707
CFS merit scores = 5.28112
CFS merit scores = 5.32358
CFS merit scores = 5.35953
CFS merit scores = 5.39062
CFS merit scores = 5.42
CFS merit scores = 5.44897
CFS merit scores = 5.4769
CFS merit scores = 5.50446
CFS merit scores = 5.53163
CFS merit scores = 5.55813
CFS merit scores = 5.5828
CFS merit scores = 5.60521
CFS merit scores = 5.62606
CFS merit scores = 5.64443
CFS merit scores = 5.66225
CFS merit scores = 5.67899
CFS merit scores = 5.69161
CFS merit scores = 5.69658
CFS merit scores = 5.70098
CFS merit scores = 5.70579
CFS merit scores = 5.7103
CFS merit scores = 5.71502
CFS merit scores = 5.71828
CFS merit scores = 5.72179
CFS merit scores = 5.72091
CFS merit scores = 5.72008
CFS merit scores = 5.72013
CFS merit scores = 5.71932
CFS merit scores = 5.7159
CFS merit scores = 5.71304
CFS merit scores = 5.71022
CFS merit scores = 5.70614
CFS merit scores = 5.6997
CFS merit scores = 5.69309
CFS merit scores = 5.68491
CFS merit scores = 5.67723
CFS merit scores = 5.67018
CFS merit scores = 5.66136
CFS merit scores = 5.65267
CFS merit scores = 5.64236
CFS merit scores = 5.63241
CFS merit scores = 5.62191
CFS merit scores = 5.60891
CFS merit scores = 5.59522
CFS merit scores = 5.58257
CFS merit scores = 5.57092
CFS merit scores = 5.55852
CFS merit scores = 5.5459
CFS merit scores = 5.53298
CFS merit scores = 5.52038
CFS merit scores = 5.50662
CFS merit scores = 5.49291
CFS merit scores = 5.47945
CFS merit scores = 5.46555
CFS merit scores = 5.45172
CFS merit scores = 5.43831
CFS merit scores = 5.42541
CFS merit scores = 5.41278
CFS merit scores = 5.39973
CFS merit scores = 5.3874
CFS merit scores = 5.37437
CFS merit scores = 5.36191
CFS merit scores = 5.34932
CFS merit scores = 5.33696
CFS merit scores = 5.32304
CFS merit scores = 5.3094
CFS merit scores = 5.29469
CFS merit scores = 5.27927
CFS merit scores = 5.26414
CFS merit scores = 5.24899
CFS merit scores = 5.23391
CFS merit scores = 5.21951
CFS merit scores = 5.20505
CFS merit scores = 5.18958
CFS merit scores = 5.17418
CFS merit scores = 5.15903
CFS merit scores = 5.14438
CFS merit scores = 5.13006
CFS merit scores = 5.11647
CFS merit scores = 5.10284
CFS merit scores = 5.08925
CFS merit scores = 5.07578
CFS merit scores = 5.06242
CFS merit scores = 5.04968
CFS merit scores = 5.03571
CFS merit scores = 5.02201
CFS merit scores = 5.00805
CFS merit scores = 4.99371
CFS merit scores = 4.97916
CFS merit scores = 4.96535
CFS merit scores = 4.95187
CFS merit scores = 4.93876
CFS merit scores = 4.92601
CFS merit scores = 4.91234
CFS merit scores = 4.89792
CFS merit scores = 4.88413
CFS merit scores = 4.86932
CFS merit scores = 4.85476
CFS merit scores = 4.83947
CFS merit scores = 4.82471
CFS merit scores = 4.8104
CFS merit scores = 4.796
CFS merit scores = 4.78201
CFS merit scores = 4.76847
CFS merit scores = 4.75402
CFS merit scores = 4.73884
CFS merit scores = 4.72422
CFS merit scores = 4.70921
CFS merit scores = 4.69422
CFS merit scores = 4.67908
CFS merit scores = 4.66381
CFS merit scores = 4.64884
CFS merit scores = 4.63363
CFS merit scores = 4.61707
CFS merit scores = 4.59749
CFS merit scores = 4.57803
CFS merit scores = 4.5586
CFS merit scores = 4.53951
CFS merit scores = 4.51843
CFS merit scores = 4.49085
CFS merit scores = 4.46141
cnt = 1	feature = 58	correl = -0.300939	descr = Gibbs_of_Target_Sequence__Pos_19_Step_1
cnt = 2	feature = 52	correl = -0.177172	descr = Gibbs_of_Target_Sequence__Pos_7_Step_1
cnt = 3	feature = 539	correl = 0.108871	descr = N_Gram_GTGG
cnt = 4	feature = 314	correl = 0.0730871	descr = N_Gram_CGACA
cnt = 5	feature = 396	correl = -0.0682858	descr = N_Gram_GACCC
cnt = 6	feature = 594	correl = 0.0467614	descr = N_Gram_TCCGA
cnt = 7	feature = 276	correl = 0.051351	descr = N_Gram_CCAAT
cnt = 8	feature = 386	correl = 0.0526599	descr = N_Gram_GAAAC
cnt = 9	feature = 244	correl = 0.0824092	descr = N_Gram_CAAGG
cnt = 10	feature = 350	correl = -0.0565534	descr = N_Gram_CGTTC
cnt = 11	feature = 649	correl = 0.0880164	descr = N_Gram_TGGGG
cnt = 12	feature = 303	correl = 0.0542474	descr = N_Gram_CCTAT
cnt = 13	feature = 525	correl = 0.0510769	descr = N_Gram_GTCCC
cnt = 14	feature = 516	correl = 0.0482489	descr = N_Gram_GTAAA
cnt = 15	feature = 255	correl = 0.055695	descr = N_Gram_CACGT
cnt = 16	feature = 357	correl = 0.0646514	descr = N_Gram_CTATA
cnt = 17	feature = 605	correl = -0.0604343	descr = N_Gram_TCGCT
cnt = 18	feature = 324	correl = 0.0449682	descr = N_Gram_CGCCA
cnt = 19	feature = 353	correl = 0.0449682	descr = N_Gram_CTAAA
cnt = 20	feature = 545	correl = 0.0660573	descr = N_Gram_GTGTC
cnt = 21	feature = 661	correl = -0.0504621	descr = N_Gram_TGTTC
cnt = 22	feature = 399	correl = 0.0885336	descr = N_Gram_GACGG
cnt = 23	feature = 612	correl = 0.0562657	descr = N_Gram_TCTAC
cnt = 24	feature = 351	correl = 0.113046	descr = N_Gram_CGTTT
cnt = 25	feature = 606	correl = 0.0815678	descr = N_Gram_TCGGA
cnt = 26	feature = 342	correl = -0.0676986	descr = N_Gram_CGTAC
cnt = 27	feature = 292	correl = 0.0686314	descr = N_Gram_CCCGC
cnt = 28	feature = 508	correl = -0.0539773	descr = N_Gram_GGGTT
cnt = 29	feature = 231	correl = 0.04675	descr = N_Gram_ATTCT
cnt = 30	feature = 321	correl = -0.0495078	descr = N_Gram_CGATG
cnt = 31	feature = 334	correl = 0.0495723	descr = N_Gram_CGGCC
cnt = 32	feature = 580	correl = 0.0443521	descr = N_Gram_TCAAA
cnt = 33	feature = 510	correl = -0.0998537	descr = N_Gram_GGTAA
cnt = 34	feature = 322	correl = 0.0783266	descr = N_Gram_CGCAA
cnt = 35	feature = 392	correl = 0.075687	descr = N_Gram_GAATC
cnt = 36	feature = 341	correl = -0.0704385	descr = N_Gram_CGTAA
cnt = 37	feature = 529	correl = 0.0984847	descr = N_Gram_GTCGG
cnt = 38	feature = 500	correl = 0.104338	descr = N_Gram_GGGCC
cnt = 39	feature = 268	correl = -0.0775616	descr = N_Gram_CATCG
cnt = 40	feature = 544	correl = 0.0470247	descr = N_Gram_GTGTA
cnt = 41	feature = 286	correl = 0.0837304	descr = N_Gram_CCCAC
cnt = 42	feature = 290	correl = 0.0460393	descr = N_Gram_CCCCT
cnt = 43	feature = 382	correl = 0.0573149	descr = N_Gram_CTTGG
cnt = 44	feature = 541	correl = 0.10346	descr = N_Gram_GTGGC
cnt = 45	feature = 211	correl = 0.0544521	descr = N_Gram_ATACA
cnt = 46	feature = 391	correl = -0.0494498	descr = N_Gram_GAATA
cnt = 47	feature = 304	correl = 0.0669317	descr = N_Gram_CCTCA
cnt = 48	feature = 375	correl = -0.12982	descr = N_Gram_CTTAT
cnt = 49	feature = 340	correl = 0.0567705	descr = N_Gram_CGGTT
cnt = 50	feature = 448	correl = 0.0443714	descr = N_Gram_GCGAG
cnt = 51	feature = 236	correl = -0.151901	descr = N_Gram_ATTTT
cnt = 52	feature = 546	correl = 0.0477341	descr = N_Gram_GTGTG
cnt = 53	feature = 226	correl = -0.050257	descr = N_Gram_ATGCT
cnt = 54	feature = 222	correl = 0.0596296	descr = N_Gram_ATCTG
cnt = 55	feature = 674	correl = -0.0732794	descr = N_Gram_TTCGG
cnt = 56	feature = 228	correl = 0.0440098	descr = N_Gram_ATGTG
cnt = 57	feature = 681	correl = -0.0471707	descr = N_Gram_TTGAG
cnt = 58	feature = 540	correl = 0.0440189	descr = N_Gram_GTGGA
cnt = 59	feature = 527	correl = -0.103909	descr = N_Gram_GTCGA
cnt = 60	feature = 690	correl = 0.0451248	descr = N_Gram_TTTCA
cnt = 61	feature = 248	correl = 0.0831468	descr = N_Gram_CACAG
cnt = 62	feature = 337	correl = 0.107255	descr = N_Gram_CGGGA
cnt = 63	feature = 505	correl = 0.0672489	descr = N_Gram_GGGGC
cnt = 64	feature = 274	correl = 0.053807	descr = N_Gram_CCAAA
cnt = 65	feature = 305	correl = -0.066356	descr = N_Gram_CCTCC
cnt = 66	feature = 440	correl = 0.0894919	descr = N_Gram_GCCCG
cnt = 67	feature = 641	correl = 0.0649505	descr = N_Gram_TGGAC
cnt = 68	feature = 446	correl = 0.135114	descr = N_Gram_GCCTT
cnt = 69	feature = 501	correl = 0.0775068	descr = N_Gram_GGGCG
cnt = 70	feature = 235	correl = -0.0597821	descr = N_Gram_ATTTG
cnt = 71	feature = 207	correl = -0.0726713	descr = N_Gram_AGTTT
cnt = 72	feature = 407	correl = 0.0645523	descr = N_Gram_GAGGT
cnt = 73	feature = 619	correl = -0.136862	descr = N_Gram_TCTTA
cnt = 74	feature = 645	correl = -0.0787881	descr = N_Gram_TGGCG
cnt = 75	feature = 361	correl = 0.0546877	descr = N_Gram_CTCAC
cnt = 76	feature = 241	correl = 0.0619327	descr = N_Gram_CAAAG
cnt = 77	feature = 267	correl = 0.10584	descr = N_Gram_CATCC
cnt = 78	feature = 466	correl = 0.0483151	descr = N_Gram_GCTTT
cnt = 79	feature = 417	correl = -0.0670206	descr = N_Gram_GATGA
cnt = 80	feature = 252	correl = 0.0534775	descr = N_Gram_CACCT
cnt = 81	feature = 388	correl = 0.107194	descr = N_Gram_GAAGA
cnt = 82	feature = 496	correl = 0.105989	descr = N_Gram_GGGAC
cnt = 83	feature = 511	correl = 0.0456596	descr = N_Gram_GGTC
cnt = 84	feature = 632	correl = -0.135808	descr = N_Gram_TGATT
cnt = 85	feature = 697	correl = -0.0663268	descr = N_Gram_TTTTG
cnt = 86	feature = 24	correl = -0.0518313	descr = Position_Specific_Bin_Base_9_Base_T
cnt = 87	feature = 219	correl = -0.0845956	descr = N_Gram_ATCG
cnt = 88	feature = 13	correl = 0.0861806	descr = Position_Specific_Bin_Base_3_Base_C
cnt = 89	feature = 602	correl = -0.112239	descr = N_Gram_TCGAG
cnt = 90	feature = 82	correl = 0.0855275	descr = Xue_Structure_Feature_C010
cnt = 91	feature = 313	correl = -0.0449112	descr = N_Gram_CGAC
cnt = 92	feature = 497	correl = 0.11304	descr = N_Gram_GGGAG
cnt = 93	feature = 10	correl = -0.0815042	descr = Position_Specific_Bin_Base_2_Base_G
cnt = 94	feature = 426	correl = 0.125602	descr = N_Gram_GCAA
cnt = 95	feature = 34	correl = 0.123904	descr = Position_Specific_Bin_Base_14_Base_T
cnt = 96	feature = 225	correl = -0.0755016	descr = N_Gram_ATGC
cnt = 97	feature = 364	correl = -0.105719	descr = N_Gram_CTCCA
cnt = 98	feature = 14	correl = -0.0644476	descr = Position_Specific_Bin_Base_4_Base_A
cnt = 99	feature = 390	correl = -0.075542	descr = N_Gram_GAAGT
cnt = 100	feature = 481	correl = 0.0475912	descr = N_Gram_GGCA
cnt = 101	feature = 40	correl = -0.0779228	descr = Position_Specific_Bin_Base_17_Base_T
cnt = 102	feature = 42	correl = 0.108294	descr = Position_Specific_Bin_Base_18_Base_C
cnt = 103	feature = 309	correl = -0.0859899	descr = N_Gram_CCTTC
cnt = 104	feature = 17	correl = 0.104264	descr = Position_Specific_Bin_Base_5_Base_C
cnt = 105	feature = 32	correl = 0.114941	descr = Position_Specific_Bin_Base_13_Base_C
cnt = 106	feature = 11	correl = 0.0887967	descr = Position_Specific_Bin_Base_2_Base_T
cnt = 107	feature = 54	correl = -0.0974245	descr = Gibbs_of_Target_Sequence__Pos_13_Step_1
cnt = 108	feature = 64	correl = 0.199608	descr = Fold_of_RNAi_Sequence_Pos_1
cnt = 109	feature = 105	correl = -0.0662083	descr = Fold_of_Target_NoBeginbrace_noends_Pos_7
cnt = 110	feature = 441	correl = 0.0670364	descr = N_Gram_GCCG
cnt = 111	feature = 35	correl = -0.112333	descr = Position_Specific_Bin_Base_16_Base_A
cnt = 112	feature = 450	correl = 0.0880005	descr = N_Gram_GCGG
cnt = 113	feature = 44	correl = -0.0879745	descr = Position_Specific_Bin_Base_18_Base_T
cnt = 114	feature = 473	correl = 0.120945	descr = N_Gram_GGACC
cnt = 115	feature = 291	correl = 0.0965253	descr = N_Gram_CCCG
cnt = 116	feature = 691	correl = -0.0655038	descr = N_Gram_TTTCC
cnt = 117	feature = 18	correl = 0.0744944	descr = Position_Specific_Bin_Base_5_Base_G
cnt = 118	feature = 8	correl = -0.0555671	descr = Position_Specific_Bin_Base_2_Base_A
cnt = 119	feature = 77	correl = 0.0838065	descr = Xue_Structure_Feature_A100
cnt = 120	feature = 39	correl = 0.0760799	descr = Position_Specific_Bin_Base_17_Base_G
cnt = 121	feature = 36	correl = 0.134421	descr = Position_Specific_Bin_Base_16_Base_C
cnt = 122	feature = 679	correl = -0.0585037	descr = N_Gram_TTGA
cnt = 123	feature = 557	correl = -0.0817198	descr = N_Gram_TAA
cnt = 124	feature = 343	correl = -0.0872262	descr = N_Gram_CGTC
cnt = 125	feature = 69	correl = 0.0808422	descr = Fold_of_RNAi_Sequence_Pos_9
cnt = 126	feature = 475	correl = 0.10991	descr = N_Gram_GGAG
cnt = 127	feature = 234	correl = -0.107219	descr = N_Gram_ATTT
cnt = 128	feature = 67	correl = 0.0769865	descr = Fold_of_RNAi_Sequence_Pos_4
cnt = 129	feature = 28	correl = 0.139325	descr = Position_Specific_Bin_Base_12_Base_C
cnt = 130	feature = 265	correl = 0.0729038	descr = N_Gram_CAT
cnt = 131	feature = 416	correl = -0.0440887	descr = N_Gram_GATG
cnt = 132	feature = 483	correl = 0.161213	descr = N_Gram_GGCC
cnt = 133	feature = 425	correl = 0.128276	descr = N_Gram_GCA
cnt = 134	feature = 596	correl = -0.0890113	descr = N_Gram_TCCT
cnt = 135	feature = 579	correl = 0.0699961	descr = N_Gram_TCA
cnt = 136	feature = 460	correl = -0.055655	descr = N_Gram_GCTC
cnt = 137	feature = 86	correl = 0.0801244	descr = Xue_Structure_Feature_G100
cnt = 138	feature = 323	correl = 0.0672541	descr = N_Gram_CGCC
cnt = 139	feature = 472	correl = 0.119878	descr = N_Gram_GGAC
cnt = 140	feature = 73	correl = 0.0923377	descr = Fold_of_RNAi_Sequence_Pos_13
cnt = 141	feature = 599	correl = -0.109256	descr = N_Gram_TCG
cnt = 142	feature = 308	correl = -0.0990473	descr = N_Gram_CCTT
cnt = 143	feature = 509	correl = 0.0678959	descr = N_Gram_GGT
cnt = 144	feature = 57	correl = -0.175519	descr = Gibbs_of_Target_Sequence__Pos_18_Step_1
cnt = 145	feature = 623	correl = -0.0742621	descr = N_Gram_TGA
cnt = 146	feature = 80	correl = 0.115545	descr = Xue_Structure_Feature_C110
cnt = 147	feature = 695	correl = -0.15477	descr = N_Gram_TTTT
cnt = 148	feature = 79	correl = 0.0735233	descr = Xue_Structure_Feature_C111
cnt = 149	feature = 494	correl = 0.133216	descr = N_Gram_GGGA
cnt = 150	feature = 237	correl = 0.108921	descr = N_Gram_CA
cnt = 151	feature = 437	correl = 0.0671955	descr = N_Gram_GCC
cnt = 152	feature = 468	correl = 0.141089	descr = N_Gram_GGA
cnt = 153	feature = 61	correl = -0.150091	descr = PF_RNAi_Fold_5'Free_Count
cnt = 154	feature = 327	correl = 0.0908169	descr = N_Gram_CGG
cnt = 155	feature = 662	correl = -0.130387	descr = N_Gram_TT
cnt = 156	feature = 467	correl = 0.168089	descr = N_Gram_GG
cnt = 157	feature = 60	correl = -0.186888	descr = PF_RNAi_Fold_Energy
num rows = 521
num_elements = 82318
*
optimization finished, #iter = 411
nu = 0.594187
obj = -51.809878, rho = -0.193475
nSV = 355, nBSV = 266
num rows = 58
num_elements = 9164
*
optimization finished, #iter = 43
nu = 0.668174
obj = -6.463400, rho = -0.327679
nSV = 48, nBSV = 31
*
optimization finished, #iter = 411
nu = 0.594187
obj = -51.809878, rho = -0.193475
nSV = 355, nBSV = 266
CFS merit scores = 1.10037
CFS merit scores = 1.44983
CFS merit scores = 1.72785
CFS merit scores = 1.88529
CFS merit scores = 2.00464
CFS merit scores = 2.08026
cnt = 1	feature = 105	correl = 0.100374	descr = Fold_of_Target_NoEndbrace_noends_Pos_13
cnt = 2	feature = 86	correl = 0.0848042	descr = Xue_Structure_Feature_C101
cnt = 3	feature = 11	correl = 0.0601134	descr = Position_Specific_Bin_Base_2_Base_T
cnt = 4	feature = 80	correl = 0.0454459	descr = Xue_Structure_Feature_A111
cnt = 5	feature = 82	correl = 0.0494186	descr = Xue_Structure_Feature_A100
cnt = 6	feature = 10	correl = -0.0802303	descr = Position_Specific_Bin_Base_2_Base_G
num rows = 521
num_elements = 3647
*
optimization finished, #iter = 206
nu = 0.715040
obj = -74.369388, rho = -0.425380
nSV = 375, nBSV = 371
num rows = 58
num_elements = 406
*
optimization finished, #iter = 23
nu = 0.780987
obj = -7.967010, rho = -0.431591
nSV = 46, nBSV = 44
*
optimization finished, #iter = 206
nu = 0.715040
obj = -74.369388, rho = -0.425380
nSV = 375, nBSV = 371
CFS merit scores = 1.22528
CFS merit scores = 1.54472
CFS merit scores = 1.81919
CFS merit scores = 2.05273
CFS merit scores = 2.26242
CFS merit scores = 2.45453
CFS merit scores = 2.63001
CFS merit scores = 2.79146
CFS merit scores = 2.94288
CFS merit scores = 3.08336
cnt = 1	feature = 678	correl = -0.225281	descr = N_Gram_TTCTC
cnt = 2	feature = 67	correl = 0.157007	descr = Fold_of_RNAi_Sequence_Pos_0
cnt = 3	feature = 52	correl = -0.119077	descr = Gibbs_of_Target_Sequence__Pos_6_Step_1
cnt = 4	feature = 313	correl = 0.108045	descr = N_Gram_CCTCA
cnt = 5	feature = 353	correl = 0.0785541	descr = N_Gram_CGTGG
cnt = 6	feature = 473	correl = 0.114234	descr = N_Gram_GGAAA
cnt = 7	feature = 324	correl = 0.0883378	descr = N_Gram_CGACT
cnt = 8	feature = 219	correl = 0.0883378	descr = N_Gram_AGTTA
cnt = 9	feature = 416	correl = 0.0455868	descr = N_Gram_GATAC
cnt = 10	feature = 674	correl = 0.0442881	descr = N_Gram_TTCGA
num rows = 521
num_elements = 5731
*
optimization finished, #iter = 218
nu = 0.810573
obj = -87.532389, rho = -0.463072
nSV = 424, nBSV = 421
num rows = 58
num_elements = 638
*
optimization finished, #iter = 27
nu = 0.822307
obj = -9.483419, rho = -0.401383
nSV = 50, nBSV = 46
*
optimization finished, #iter = 218
nu = 0.810573
obj = -87.532389, rho = -0.463072
nSV = 424, nBSV = 421
CFS merit scores = 1.31574
CFS merit scores = 1.5821
CFS merit scores = 1.82517
CFS merit scores = 2.04566
CFS merit scores = 2.24676
CFS merit scores = 2.42993
CFS merit scores = 2.59762
CFS merit scores = 2.75436
CFS merit scores = 2.89878
CFS merit scores = 3.03241
CFS merit scores = 3.16062
CFS merit scores = 3.28192
CFS merit scores = 3.3981
CFS merit scores = 3.51017
CFS merit scores = 3.61599
CFS merit scores = 3.71483
CFS merit scores = 3.81074
CFS merit scores = 3.90331
CFS merit scores = 3.99308
CFS merit scores = 4.08005
CFS merit scores = 4.16387
CFS merit scores = 4.24544
CFS merit scores = 4.32322
CFS merit scores = 4.39896
CFS merit scores = 4.47262
CFS merit scores = 4.54437
CFS merit scores = 4.61191
CFS merit scores = 4.67429
CFS merit scores = 4.73388
CFS merit scores = 4.79021
CFS merit scores = 4.84211
CFS merit scores = 4.88861
CFS merit scores = 4.93218
CFS merit scores = 4.97298
CFS merit scores = 5.00949
CFS merit scores = 5.04253
CFS merit scores = 5.07489
CFS merit scores = 5.10654
CFS merit scores = 5.13613
CFS merit scores = 5.16369
CFS merit scores = 5.19094
CFS merit scores = 5.2166
CFS merit scores = 5.2401
CFS merit scores = 5.25632
CFS merit scores = 5.27041
CFS merit scores = 5.2839
CFS merit scores = 5.29754
CFS merit scores = 5.31103
CFS merit scores = 5.32485
CFS merit scores = 5.33576
CFS merit scores = 5.34655
CFS merit scores = 5.35212
CFS merit scores = 5.35626
CFS merit scores = 5.36083
CFS merit scores = 5.36427
CFS merit scores = 5.36782
CFS merit scores = 5.37133
CFS merit scores = 5.37517
CFS merit scores = 5.37471
CFS merit scores = 5.37355
CFS merit scores = 5.37191
CFS merit scores = 5.3692
CFS merit scores = 5.36635
CFS merit scores = 5.36411
CFS merit scores = 5.36109
CFS merit scores = 5.35773
CFS merit scores = 5.35267
CFS merit scores = 5.34802
CFS merit scores = 5.34248
CFS merit scores = 5.33657
CFS merit scores = 5.33023
CFS merit scores = 5.32261
CFS merit scores = 5.31532
CFS merit scores = 5.30764
CFS merit scores = 5.29961
CFS merit scores = 5.29067
CFS merit scores = 5.28144
CFS merit scores = 5.27297
CFS merit scores = 5.26305
CFS merit scores = 5.25288
CFS merit scores = 5.24234
CFS merit scores = 5.23193
CFS merit scores = 5.2202
CFS merit scores = 5.20788
CFS merit scores = 5.19459
CFS merit scores = 5.18115
CFS merit scores = 5.16899
CFS merit scores = 5.15609
CFS merit scores = 5.14366
CFS merit scores = 5.13162
CFS merit scores = 5.1201
CFS merit scores = 5.10729
CFS merit scores = 5.09433
CFS merit scores = 5.08157
CFS merit scores = 5.06925
CFS merit scores = 5.05721
CFS merit scores = 5.04555
CFS merit scores = 5.0342
CFS merit scores = 5.02302
CFS merit scores = 5.0116
CFS merit scores = 5.00071
CFS merit scores = 4.98896
CFS merit scores = 4.97719
CFS merit scores = 4.96496
CFS merit scores = 4.95226
CFS merit scores = 4.93872
CFS merit scores = 4.9257
CFS merit scores = 4.91199
CFS merit scores = 4.89854
CFS merit scores = 4.88552
CFS merit scores = 4.87296
CFS merit scores = 4.86066
CFS merit scores = 4.84801
CFS merit scores = 4.83516
CFS merit scores = 4.82166
CFS merit scores = 4.80731
CFS merit scores = 4.79261
CFS merit scores = 4.77652
CFS merit scores = 4.75838
CFS merit scores = 4.74021
CFS merit scores = 4.72133
CFS merit scores = 4.7027
CFS merit scores = 4.68461
CFS merit scores = 4.66567
CFS merit scores = 4.63453
cnt = 1	feature = 64	correl = -0.315741	descr = Gibbs_of_Target_Sequence__Pos_20_Step_1
cnt = 2	feature = 602	correl = -0.168925	descr = N_Gram_TCTC
cnt = 3	feature = 8	correl = -0.0617368	descr = Position_Specific_Bin_Base_2_Base_A
cnt = 4	feature = 327	correl = 0.0634342	descr = N_Gram_CGGAA
cnt = 5	feature = 510	correl = 0.0481283	descr = N_Gram_GTAAA
cnt = 6	feature = 244	correl = 0.0648243	descr = N_Gram_ATTTC
cnt = 7	feature = 456	correl = -0.0540667	descr = N_Gram_GCGTT
cnt = 8	feature = 258	correl = -0.0445068	descr = N_Gram_CACCC
cnt = 9	feature = 481	correl = 0.0980838	descr = N_Gram_GGCCC
cnt = 10	feature = 351	correl = 0.0448412	descr = N_Gram_CTAAA
cnt = 11	feature = 661	correl = 0.0442807	descr = N_Gram_TTCGA
cnt = 12	feature = 539	correl = 0.0689761	descr = N_Gram_GTGTG
cnt = 13	feature = 324	correl = 0.0567535	descr = N_Gram_CGCTA
cnt = 14	feature = 497	correl = 0.0448412	descr = N_Gram_GGGCT
cnt = 15	feature = 363	correl = 0.0483946	descr = N_Gram_CTCTA
cnt = 16	feature = 322	correl = 0.0448412	descr = N_Gram_CGCCA
cnt = 17	feature = 674	correl = -0.0724834	descr = N_Gram_TTGGA
cnt = 18	feature = 219	correl = 0.0543071	descr = N_Gram_ATACA
cnt = 19	feature = 508	correl = 0.0549455	descr = N_Gram_GGTGC
cnt = 20	feature = 425	correl = 0.0724663	descr = N_Gram_GCAAT
cnt = 21	feature = 540	correl = 0.0882741	descr = N_Gram_GTTAA
cnt = 22	feature = 512	correl = -0.062498	descr = N_Gram_GTATC
cnt = 23	feature = 546	correl = 0.0445789	descr = N_Gram_GTTGC
cnt = 24	feature = 292	correl = 0.0834916	descr = N_Gram_CCCAC
cnt = 25	feature = 252	correl = 0.0899699	descr = N_Gram_CAAGG
cnt = 26	feature = 500	correl = 0.0514292	descr = N_Gram_GGGGG
cnt = 27	feature = 265	correl = 0.0467233	descr = N_Gram_CACTT
cnt = 28	feature = 541	correl = -0.0786822	descr = N_Gram_GTTAC
cnt = 29	feature = 483	correl = 0.134565	descr = N_Gram_GGCCT
cnt = 30	feature = 417	correl = 0.0742177	descr = N_Gram_GATGT
cnt = 31	feature = 505	correl = -0.0703818	descr = N_Gram_GGTAA
cnt = 32	feature = 305	correl = 0.10468	descr = N_Gram_CCGTG
cnt = 33	feature = 563	correl = -0.0521398	descr = N_Gram_TAGCC
cnt = 34	feature = 241	correl = -0.0679949	descr = N_Gram_ATTAC
cnt = 35	feature = 448	correl = 0.0442632	descr = N_Gram_GCGAG
cnt = 36	feature = 616	correl = 0.0454579	descr = N_Gram_TGACA
cnt = 37	feature = 605	correl = 0.0478472	descr = N_Gram_TCTCG
cnt = 38	feature = 390	correl = -0.0650887	descr = N_Gram_GAATA
cnt = 39	feature = 341	correl = -0.0453035	descr = N_Gram_CGTCC
cnt = 40	feature = 496	correl = 0.0772924	descr = N_Gram_GGGCG
cnt = 41	feature = 267	correl = 0.0541348	descr = N_Gram_CAGCC
cnt = 42	feature = 342	correl = -0.111636	descr = N_Gram_CGTCG
cnt = 43	feature = 416	correl = -0.0529468	descr = N_Gram_GATGC
cnt = 44	feature = 308	correl = -0.100045	descr = N_Gram_CCTCC
cnt = 45	feature = 467	correl = 0.120026	descr = N_Gram_GGAAA
cnt = 46	feature = 472	correl = 0.0890801	descr = N_Gram_GGAGC
cnt = 47	feature = 599	correl = -0.0478457	descr = N_Gram_TCGGG
cnt = 48	feature = 283	correl = 0.0591166	descr = N_Gram_CCACC
cnt = 49	feature = 413	correl = 0.0662241	descr = N_Gram_GATAT
cnt = 50	feature = 555	correl = 0.0801525	descr = N_Gram_TAAGC
cnt = 51	feature = 647	correl = 0.105252	descr = N_Gram_TGTGG
cnt = 52	feature = 357	correl = 0.0919936	descr = N_Gram_CTCAA
cnt = 53	feature = 440	correl = 0.0581111	descr = N_Gram_GCCGC
cnt = 54	feature = 441	correl = 0.0718506	descr = N_Gram_GCCGG
cnt = 55	feature = 473	correl = -0.117252	descr = N_Gram_GGATC
cnt = 56	feature = 619	correl = 0.0663225	descr = N_Gram_TGATA
cnt = 57	feature = 396	correl = 0.0524747	descr = N_Gram_GACCG
cnt = 58	feature = 312	correl = -0.077094	descr = N_Gram_CCTTC
cnt = 59	feature = 437	correl = 0.0442898	descr = N_Gram_GCCCA
cnt = 60	feature = 662	correl = -0.0625584	descr = N_Gram_TTCGG
cnt = 61	feature = 544	correl = -0.0652554	descr = N_Gram_GTTCT
cnt = 62	feature = 337	correl = -0.063269	descr = N_Gram_CGTA
cnt = 63	feature = 649	correl = -0.0513953	descr = N_Gram_TGTTA
cnt = 64	feature = 309	correl = 0.0600399	descr = N_Gram_CCTCG
cnt = 65	feature = 529	correl = 0.0608454	descr = N_Gram_GTGAC
cnt = 66	feature = 407	correl = 0.0644015	descr = N_Gram_GAGGT
cnt = 67	feature = 520	correl = -0.0449245	descr = N_Gram_GTCCT
cnt = 68	feature = 494	correl = 0.0514292	descr = N_Gram_GGGCA
cnt = 69	feature = 579	correl = 0.0837258	descr = N_Gram_TCCAA
cnt = 70	feature = 231	correl = 0.0543425	descr = N_Gram_ATCTT
cnt = 71	feature = 386	correl = 0.116463	descr = N_Gram_GAAGA
cnt = 72	feature = 14	correl = -0.0472451	descr = Position_Specific_Bin_Base_3_Base_T
cnt = 73	feature = 353	correl = 0.105131	descr = N_Gram_CTAT
cnt = 74	feature = 514	correl = 0.0495725	descr = N_Gram_GTCA
cnt = 75	feature = 454	correl = -0.11341	descr = N_Gram_GCGTC
cnt = 76	feature = 623	correl = 0.0894808	descr = N_Gram_TGCA
cnt = 77	feature = 681	correl = 0.0592949	descr = N_Gram_TTTCA
cnt = 78	feature = 574	correl = 0.0967779	descr = N_Gram_TCAGT
cnt = 79	feature = 690	correl = -0.0776218	descr = N_Gram_TTTTG
cnt = 80	feature = 382	correl = 0.0743496	descr = N_Gram_GAAA
cnt = 81	feature = 580	correl = -0.147061	descr = N_Gram_TCCAG
cnt = 82	feature = 509	correl = 0.0445121	descr = N_Gram_GGTTG
cnt = 83	feature = 23	correl = 0.0640235	descr = Position_Specific_Bin_Base_8_Base_T
cnt = 84	feature = 57	correl = 0.0798759	descr = Gibbs_of_Target_Sequence__Pos_12_Step_1
cnt = 85	feature = 606	correl = -0.102151	descr = N_Gram_TCTCT
cnt = 86	feature = 32	correl = 0.0921578	descr = Position_Specific_Bin_Base_13_Base_C
cnt = 87	feature = 460	correl = 0.0707826	descr = N_Gram_GCTG
cnt = 88	feature = 392	correl = 0.0679545	descr = N_Gram_GACA
cnt = 89	feature = 54	correl = -0.0999396	descr = Gibbs_of_Target_Sequence__Pos_6_Step_1
cnt = 90	feature = 28	correl = -0.0890399	descr = Position_Specific_Bin_Base_12_Base_A
cnt = 91	feature = 76	correl = 0.043969	descr = Fold_of_RNAi_Sequence_Pos_16
cnt = 92	feature = 603	correl = -0.0652255	descr = N_Gram_TCTCA
cnt = 93	feature = 73	correl = 0.0909172	descr = Fold_of_RNAi_Sequence_Pos_12
cnt = 94	feature = 689	correl = -0.123877	descr = N_Gram_TTTTC
cnt = 95	feature = 343	correl = 0.164484	descr = N_Gram_CGTG
cnt = 96	feature = 645	correl = 0.0936193	descr = N_Gram_TGTG
cnt = 97	feature = 609	correl = -0.119215	descr = N_Gram_TCTTC
cnt = 98	feature = 82	correl = 0.0593089	descr = Xue_Structure_Feature_C010
cnt = 99	feature = 350	correl = 0.0807625	descr = N_Gram_CTA
cnt = 100	feature = 334	correl = 0.147338	descr = N_Gram_CGGGC
cnt = 101	feature = 10	correl = -0.0610749	descr = Position_Specific_Bin_Base_2_Base_G
cnt = 102	feature = 105	correl = -0.0586989	descr = Fold_of_Target_NoBeginbrace_noends_Pos_4
cnt = 103	feature = 466	correl = 0.0605593	descr = N_Gram_GGAA
cnt = 104	feature = 683	correl = -0.0445568	descr = N_Gram_TTTCG
cnt = 105	feature = 58	correl = -0.0816743	descr = Gibbs_of_Target_Sequence__Pos_13_Step_1
cnt = 106	feature = 276	correl = 0.0716209	descr = N_Gram_CATC
cnt = 107	feature = 361	correl = -0.109807	descr = N_Gram_CTCCT
cnt = 108	feature = 375	correl = -0.0467989	descr = N_Gram_CTTG
cnt = 109	feature = 450	correl = 0.0583028	descr = N_Gram_GCGG
cnt = 110	feature = 80	correl = 0.0753008	descr = Xue_Structure_Feature_C110
cnt = 111	feature = 38	correl = -0.109084	descr = Position_Specific_Bin_Base_16_Base_A
cnt = 112	feature = 11	correl = 0.0839022	descr = Position_Specific_Bin_Base_2_Base_T
cnt = 113	feature = 290	correl = 0.0472243	descr = N_Gram_CCC
cnt = 114	feature = 77	correl = -0.0642143	descr = Xue_Structure_Feature_A110
cnt = 115	feature = 52	correl = -0.0621262	descr = Gibbs_of_Target_Sequence__Pos_4_Step_1
cnt = 116	feature = 86	correl = 0.0685732	descr = Xue_Structure_Feature_G100
cnt = 117	feature = 340	correl = -0.0797355	descr = N_Gram_CGTC
cnt = 118	feature = 545	correl = 0.0551173	descr = N_Gram_GTTG
cnt = 119	feature = 321	correl = 0.0681088	descr = N_Gram_CGCC
cnt = 120	feature = 612	correl = -0.0810715	descr = N_Gram_TGA
cnt = 121	feature = 66	correl = -0.0827188	descr = PF_RNAi_Fold_5'Free_Count
cnt = 122	feature = 578	correl = -0.0816624	descr = N_Gram_TCCA
cnt = 123	feature = 225	correl = -0.0683281	descr = N_Gram_ATC
cnt = 124	feature = 527	correl = 0.13684	descr = N_Gram_GTG
cnt = 125	feature = 446	correl = -0.0613498	descr = N_Gram_GCG
num rows = 522
num_elements = 65772
*
optimization finished, #iter = 358
nu = 0.630969
obj = -56.069910, rho = -0.111570
nSV = 357, nBSV = 296
num rows = 57
num_elements = 7182
*
optimization finished, #iter = 29
nu = 0.599882
obj = -5.789660, rho = -0.408336
nSV = 43, nBSV = 28
*
optimization finished, #iter = 358
nu = 0.630969
obj = -56.069910, rho = -0.111570
nSV = 357, nBSV = 296
TEST = 63 AVE CORR = 0.463518
