gsm	gse	cor	rle	expr	ma	cor.zscore	rle.zscore	expr.zscore	ma.zscore	meanQuality	violations
GSM318073	GSE12667	0.910889605147973	0.479643	6.78751464055445	11.4134488094045	-0.11692891648549	-0.348875173604732	1.30417424660588	2.16751220703731	0.751470590888241	2
GSM318074	GSE12667	0.942926675075284	0.319451	6.86503081665991	22.2649073567753	2.29779300687101	2.00988557345129	1.63527003401855	0.682031143101191	1.65624493936051	0
GSM318075	GSE12667	0.911376295270062	0.457309	7.07574737488335	17.0936075245432	-0.080245745697537	-0.0200162884871917	2.53530623641017	1.38994224492981	0.956246611788812	2
GSM318076	GSE12667	0.948884375543492	0.258997	6.89998014053425	16.1406476479913	2.74684124898598	2.90004564513105	1.78454950688591	1.52039510941149	2.23795787760361	0
GSM318077	GSE12667	0.913299397945883	0.421038	6.94886018620825	17.8805910715038	0.0647037831672026	0.514059140101432	1.99333144150018	1.28221026111068	0.963576156469875	0
GSM318078	GSE12667	0.934211096373149	0.339576	7.09405512064397	13.8363335396616	1.64087591006615	1.71355329696743	2.61350433392876	1.83583795595068	1.95094287422825	0
GSM318079	GSE12667	0.929577795960945	0.364952	6.87876843292209	7.26675575777582	1.29165133652586	1.33990222377218	1.69394768173057	2.73516253526368	1.76516594432307	0
GSM318080	GSE12667	0.94755766192699	0.270526	6.83026433881339	16.9875478635655	2.64684320100429	2.73028590274186	1.48677155361755	1.40446099532102	2.06709041317118	0
GSM318081	GSE12667	0.920634625206013	0.392887	6.95710607033175	12.6221392776737	0.617580001810998	0.92857093713483	2.0285521868201	2.00205179497049	1.39418873018411	0
GSM318082	GSE12667	0.945663716062986	0.276076	7.20462971922575	16.170705448413	2.50409130110096	2.64856445506557	3.08580296402974	1.51628042813108	2.43868478708184	0
GSM318083	GSE12667	0.931043363474408	0.358556	6.85988642617935	8.72750998891165	1.40211518396714	1.43408067049967	1.61329673628259	2.53519653622822	1.74617228174441	0
GSM318084	GSE12667	0.945243683673014	0.277139	6.91836561107743	9.14590412212315	2.4724323066022	2.63291222103315	1.86307959121519	2.47792160314577	2.36158643049908	0
GSM318085	GSE12667	0.930546665441576	0.346695	6.9590563547887	15.4594032750984	1.36467768946817	1.60872897516427	2.03688246058226	1.613652215028	1.65598533506067	0
GSM318086	GSE12667	0.933242378201323	0.341502	7.00895224151374	18.4486266980828	1.56786096168385	1.68519374593598	2.25000336945426	1.20445056058373	1.67687715941446	0
GSM318087	GSE12667	0.946881240846379	0.289327	6.76914274699123	21.5617964351251	2.59585948693564	2.45344897701898	1.22570215379651	0.778281610759396	1.76332305712763	0
GSM318088	GSE12667	0.934424938060668	0.344798	6.86598274939068	13.8286904873264	1.65699374519124	1.63666151322588	1.63933603588931	1.83688423092514	1.69246888130789	0
GSM318089	GSE12667	0.938140748519927	0.356006	6.65100186585747	13.7750267034151	1.93706458186162	1.47162836267526	0.721085568847899	1.84423038945963	1.4935022257111	0
GSM318090	GSE12667	0.933702699200461	0.373432	6.87096213789728	10.8166939572899	1.60255661927429	1.21503774155687	1.6606045586836	2.24920334825658	1.68185056694283	0
GSM318091	GSE12667	0.945274858382186	0.27324	7.48226182386412	15.2585309494784	2.47478203002767	2.6903233785989	4.2716563550848	1.64115008867096	2.76947796309558	0
GSM318092	GSE12667	0.91924239211195	0.419763	6.93374371092301	13.5991067131223	0.512643570911306	0.53283298618923	1.92876425644371	1.86831248065567	1.21063832354998	0
GSM318093	GSE12667	0.914680324092259	0.476789	7.04115175407892	14.7366166244582	0.168787978374685	-0.306851207538401	2.38753753977467	1.71259613838216	0.990517612248281	1
GSM318095	GSE12667	0.911557763871636	0.469545	6.88893235902373	15.711893328047	-0.0665679589456518	-0.200186312589378	1.73736098312008	1.57908827223174	0.762423745954197	2
GSM318096	GSE12667	0.941154120700187	0.29855	7.03391146585849	5.20789046851645	2.16419071678641	2.31764412802466	2.35661200848712	3.01700532967137	2.46386304574239	0
GSM318097	GSE12667	0.936997223189622	0.342735	6.63310865309114	2.12021106371096	1.85087393798359	1.66703833242519	0.644658071158272	3.43968484941716	1.90056379774605	0
GSM318098	GSE12667	0.94213139580675	0.321567	6.71180177035582	8.07631955650074	2.23785062483429	1.97872835123813	0.980780941683498	2.62433948896034	1.95542485167906	0
GSM318099	GSE12667	0.934111190598432	0.361437	6.92394288391868	9.79401697683224	1.63334573751832	1.39165914063383	1.88690186465237	2.3891999470881	1.82527667247315	0
GSM318100	GSE12667	0.936628631208472	0.345239	7.34590888007247	3.05559488274036	1.82309214833567	1.63016797116727	3.68925036502007	3.31163801178564	2.61353712407716	0
GSM318101	GSE12667	0.935682831624104	0.340518	6.93279850792585	18.9883379846863	1.75180463681675	1.69968273774021	1.92472699936611	1.13056824395852	1.6266956544704	0
GSM318102	GSE12667	0.939086641191149	0.32776	6.97109857007716	19.3014074099354	2.00835910959226	1.88753899529952	2.0883185214594	1.08771145186236	1.76798201955338	0
GSM318103	GSE12667	0.940103863372544	0.323072	6.98907132635109	18.5886665703817	2.08502993835134	1.95656785056194	2.16508577430217	1.1852801810824	1.84799093607446	0
GSM318104	GSE12667	0.915907986313509	0.456806	6.68157654903857	13.9926245338901	0.26132025073462	-0.0126098221482407	0.851679585624048	1.81444292307314	0.728708234320892	1
GSM318105	GSE12667	0.933267343568277	0.341748	7.01916249318815	20.4655079877136	1.56974266993761	1.68157149798492	2.29361454182715	0.928355052235726	1.61832094049635	0
GSM318106	GSE12667	0.947493646749183	0.281326	6.94862248514103	22.6782113121799	2.64201820128906	2.57126038293934	1.99231614603578	0.625453016140352	1.95776193660113	0
GSM318107	GSE12667	0.94798199296923	0.261635	7.00681315356049	19.0242769150567	2.67882619672713	2.86120218946077	2.24086665701814	1.12564848130263	2.22663588112717	0
GSM318108	GSE12667	0.93092979654383	0.365099	6.78774431471417	15.6737629181498	1.39355533259319	1.33773770975264	1.30515525664251	1.58430803154936	1.40518908263443	0
GSM318109	GSE12667	0.94105820048277	0.306042	7.0558648230219	22.1413878135243	2.15696094663529	2.20732753595425	2.45038165040655	0.698940016846081	1.87840253746054	0
GSM318110	GSE12667	0.932412914737644	0.368637	6.90417584366508	16.6575426242553	1.50534202300086	1.28564212743215	1.80247066478671	1.4496361698706	1.51077274627258	0
GSM318111	GSE12667	0.936829488714127	0.338487	6.96572252901864	17.8319148208394	1.83823133002351	1.72958837021418	2.0653557717875	1.28887366477294	1.73051228419953	0
GSM318112	GSE12667	0.943244048426801	0.301807	7.00577416635073	22.0720898851376	2.32171430777448	2.26968615413607	2.23642881829063	0.708426369297144	1.88406391237458	0
GSM318113	GSE12667	0.940645880874538	0.319372	6.78182717749847	19.9668364137173	2.12588328567296	2.01104881567947	1.27988131636201	0.996619348418672	1.60335819153328	0
GSM318114	GSE12667	0.945315195412988	0.296	6.87672814121819	22.9803632748359	2.47782234279106	2.35519182020026	1.68523295891795	0.584090740553407	1.77558446561567	0
GSM318115	GSE12667	0.946162398298249	0.267697	6.95987362107539	15.5336917711083	2.54167835038509	2.77194175417902	2.04037326002969	1.60348269232198	2.23936901422894	0
GSM318116	GSE12667	0.935959346712697	0.346309	6.92142143837737	16.5562349067463	1.77264633826071	1.61441266503869	1.87613198359192	1.46350441581498	1.68167385067657	0
GSM318117	GSE12667	0.942370018901074	0.290894	7.04646638723612	17.2417805004404	2.25583630263165	2.43037555206245	2.41023799712952	1.36965850621197	2.1165270895089	0
GSM318118	GSE12667	0.910262949231197	0.447452	6.81157146181795	11.3747855154478	-0.164161693517616	0.12512394750294	1.4069284403634	2.17280491407677	0.885173902106372	1
GSM318119	GSE12667	0.874001809500355	0.6288	6.71590424546826	58.6154351219249	-2.89726335583019	-2.54515012334401	0.998303893613526	-4.29407602475018	-2.18454640257771	3
GSM318120	GSE12667	0.948094909761474	0.272845	6.75328387065973	17.9703669265755	2.68733704538986	2.69613958973982	1.15796394210613	1.26992063828022	1.95284030387901	0
GSM318121	GSE12667	0.94584140375867	0.276913	6.85025015667843	15.6656525226006	2.51748411059486	2.63623997728087	1.57213722096043	1.58541828220892	2.07781989776127	0
GSM318122	GSE12667	0.947878752667332	0.294352	6.45820288508074	21.3292482114585	2.67104469171021	2.37945793655531	-0.10241906669789	0.810115670780052	1.43954980808692	1
GSM318123	GSE12667	0.933489651639741	0.370365	6.63802704165751	15.6780145343083	1.58649863966642	1.26019804426375	0.665666044164696	1.58372601805625	1.27402218653778	0
GSM318124	GSE12667	0.93934725441957	0.325024	6.77739152645494	18.6089644835683	2.02800224417399	1.92782546031615	1.26093526601832	1.18250155316391	1.59981613091809	0
GSM318125	GSE12667	0.907890607839932	0.458536	6.67995834487251	12.2668254649878	-0.342971577822664	-0.0380833544869776	0.84476773045428	2.05069151821099	0.628601079088908	2
GSM318126	GSE12667	0.935414921287512	0.332948	6.87754912434361	10.4421417976045	1.73161149915686	1.81114784745364	1.68873963414393	2.30047665296858	1.88299390843075	0
GSM318127	GSE12667	0.936286482711053	0.326442	6.86070147714295	9.20992935985909	1.79730347666137	1.90694599854949	1.61677807339354	2.46915704141837	1.94754614750569	0
GSM318128	GSE12667	0.93307927812639	0.332463	6.81618614133892	14.4577035138652	1.55556766121863	1.81828927125959	1.42663917722401	1.75077719417856	1.63781832597019	0
GSM318130	GSE12667	0.937908256418413	0.327702	6.98685388985344	19.4730905744155	1.919541013826	1.8883930212392	2.15561441077377	1.06420934947506	1.75693944882851	0
GSM318131	GSE12667	0.92811250910877	0.387212	6.93862021252579	17.3612686158606	1.18120864329633	1.01213295795699	1.94959331715221	1.3533015038747	1.37405910557006	0
GSM318132	GSE12667	0.942757495025989	0.284715	6.94149961893349	9.74316042301938	2.28504144204455	2.52135876380872	1.96189216082248	2.396161817452	2.29111354603194	0
GSM318133	GSE12667	0.941708558406573	0.297465	6.84727912786916	13.1887644111268	2.20598020901475	2.33362030293075	1.55944702941004	1.92448518008454	2.00588318036002	0
GSM318134	GSE12667	0.940671674950238	0.310292	7.00677858903377	4.66188376024468	2.12782745598026	2.14474804899492	2.24071902113401	3.09174944101632	2.40126099178138	0
GSM318135	GSE12667	0.945042005526058	0.27247	6.98361692137125	13.2546649051542	2.45723127092631	2.70166130917741	2.14178830785841	1.9154639102198	2.30403619954548	0
GSM318136	GSE12667	0.933361836169252	0.354294	6.90509192527383	12.1478947175268	1.57686483671774	1.496836852481	1.80638353532317	2.0669722211692	1.73676436142278	0
GSM318137	GSE12667	0.928859005729266	0.392131	6.62405511971929	14.9521312045413	1.23747414320985	0.939702723521006	0.60598760376394	1.68309385292275	1.11656458085438	0
GSM318138	GSE12667	0.936545205531036	0.331839	6.89624400139653	7.92638497569989	1.81680412596868	1.82747741240373	1.76859129026792	2.64486437781621	2.01443430161413	0
GSM318139	GSE12667	0.941273289700922	0.320474	6.827566123847	13.2085037896018	2.17317281156952	1.99482232282555	1.47524663515806	1.92178301126451	1.89125619520441	0
GSM318140	GSE12667	0.94436156889538	0.275651	6.84465378391248	14.0299878359585	2.40594489382371	2.6548224037615	1.54823336578215	1.80932817490666	2.10458220956851	0
GSM318141	GSE12667	0.920161854571417	0.42884	5.4393856963975	8.60689048912534	0.581945981013576	0.39917792662928	-4.45410533741537	2.55170841636782	-0.230318253351172	1
GSM318142	GSE12667	0.946612308340883	0.275056	6.90595963179858	15.2409478633958	2.57558930559887	2.66358353193581	1.81008978077396	1.64355707767684	2.17320492399637	0
GSM318143	GSE12667	0.904904004431122	0.478252	6.89346829159763	29.1506361241231	-0.568080076945308	-0.328393275637575	1.75673536718622	-0.260572070157509	0.149922486111458	3
GSM318144	GSE12667	0.945608527616285	0.268963	6.72758535539638	5.73683903774381	2.4999315963443	2.75330042935773	1.04819756076557	2.94459634612752	2.31150648314878	0
GSM318145	GSE12667	0.936964867661078	0.320134	6.65462003943052	7.8710636817538	1.8484352129599	1.99982868178229	0.73653991771227	2.65243743670324	1.80931031228943	0
GSM318146	GSE12667	0.939159024075299	0.307686	6.80404066165694	9.31439238576294	2.01381480630956	2.18312031793986	1.37476204188468	2.4548568580666	2.00663850605017	0
GSM318147	GSE12667	0.941186063098091	0.32034	6.54988349842354	19.7150620265083	2.16659830301948	1.99679541723791	0.289177454058126	1.03108532208945	1.37091412410124	0