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21928,SSNNGSPCA,ridge,precision,movements,-0.029799502596007,-0.44698289213510367 21929,SSNNGSPCA,ridge,precision,none,-0.057295281204748666,-0.5215698275566698 21930,SSNNGSPCA,ridge,cov_embedded,all,0.0203990760258516,-0.3491254086026876 21931,SSNNGSPCA,ridge,cov_embedded,movements,0.02069123832515904,-0.2123082456338008 21932,SSNNGSPCA,ridge,cov_embedded,none,0.02635872045591714,-0.2312584540085779 21933,SSNNGSPCA,lasso,covariance,all,-0.0161888624294204,-0.23667343906137792 21934,SSNNGSPCA,lasso,covariance,movements,-0.017637286448001166,-0.20346534984867998 21935,SSNNGSPCA,lasso,covariance,none,-0.017637286448001166,-0.20346534984867998 21936,SSNNGSPCA,lasso,precision,all,-0.017637286448001166,-0.20346534984867998 21937,SSNNGSPCA,lasso,precision,movements,-0.013989360983251417,-0.20802384014555086 21938,SSNNGSPCA,lasso,precision,none,-0.017637286448001166,-0.20346534984867998 21939,SSNNGSPCA,lasso,cov_embedded,all,-0.017637286448001166,-0.20346534984867998 21940,SSNNGSPCA,lasso,cov_embedded,movements,-0.017637286448001166,-0.20346534984867998 21941,SSNNGSPCA,lasso,cov_embedded,none,-0.017637286448001166,-0.20346534984867998 21942,SSNNGSPCA,svr,covariance,all,-0.031183960720693363,-0.1782649096847028 21943,SSNNGSPCA,svr,covariance,movements,-0.039080096843652434,-0.1773633126741277 21944,SSNNGSPCA,svr,covariance,none,-0.03497537592392079,-0.17395407953608272 21945,SSNNGSPCA,svr,precision,all,-0.016037694099571093,-0.25430123609006317 21946,SSNNGSPCA,svr,precision,movements,-0.03112776669707909,-0.4371332842957805 21947,SSNNGSPCA,svr,precision,none,-0.014215230938099385,-0.3579762432211875 21948,SSNNGSPCA,svr,cov_embedded,all,-0.0101595206778166,-0.2941276716541355 21949,SSNNGSPCA,svr,cov_embedded,movements,-0.007004265939505122,-0.28131638224525435 21950,SSNNGSPCA,svr,cov_embedded,none,0.014711636931794947,-0.3296724807229633 21951,SSNNGSPCA,svc_l1,covariance,all,0.5649410984706332,0.5752703427269061 21952,SSNNGSPCA,svc_l1,covariance,movements,0.5968744482899133,0.619803282607633 21953,SSNNGSPCA,svc_l1,covariance,none,0.589669053213054,0.5989595108396779 21954,SSNNGSPCA,svc_l1,precision,all,0.559574226984956,0.5708365539723081 21955,SSNNGSPCA,svc_l1,precision,movements,0.5598878686232156,0.5686926968128658 21956,SSNNGSPCA,svc_l1,precision,none,0.5538895870202681,0.5556449081315915 21957,SSNNGSPCA,svc_l1,cov_embedded,all,0.5600679387035201,0.5529814842537487 21958,SSNNGSPCA,svc_l1,cov_embedded,movements,0.5923370151573208,0.5925677518055946 21959,SSNNGSPCA,svc_l1,cov_embedded,none,0.5873208408915371,0.5778895623800854 21960,SSNNGSPCA,svc_l2,covariance,all,0.5866728539169098,0.5966636598883037 21961,SSNNGSPCA,svc_l2,covariance,movements,0.6076336911078297,0.617656370296594 21962,SSNNGSPCA,svc_l2,covariance,none,0.6000684800999764,0.6133037340062814 21963,SSNNGSPCA,svc_l2,precision,all,0.5941152174540122,0.600243342824671 21964,SSNNGSPCA,svc_l2,precision,movements,0.5778602626369311,0.5758733532732894 21965,SSNNGSPCA,svc_l2,precision,none,0.5824639784053436,0.5758288626281637 21966,SSNNGSPCA,svc_l2,cov_embedded,all,0.5935910684852422,0.6023703966503318 21967,SSNNGSPCA,svc_l2,cov_embedded,movements,0.6165168377387759,0.6066071281269476 21968,SSNNGSPCA,svc_l2,cov_embedded,none,0.6043377217744682,0.5843935982353443 21969,SSNNGSPCA,lr_l1,covariance,all,0.571204794554225,0.5752090487479988 21970,SSNNGSPCA,lr_l1,covariance,movements,0.6035381954180542,0.5981465540945141 21971,SSNNGSPCA,lr_l1,covariance,none,0.5824277603100949,0.5830753003214019 21972,SSNNGSPCA,lr_l1,precision,all,0.5508140888257921,0.5551527423040731 21973,SSNNGSPCA,lr_l1,precision,movements,0.580964905000567,0.5816789050947708 21974,SSNNGSPCA,lr_l1,precision,none,0.5723788498578543,0.5908821673856457 21975,SSNNGSPCA,lr_l1,cov_embedded,all,0.5523714217767307,0.559493062514512 21976,SSNNGSPCA,lr_l1,cov_embedded,movements,0.5940468701932018,0.5788592865915507 21977,SSNNGSPCA,lr_l1,cov_embedded,none,0.5916317543995473,0.5750940031956886 21978,SSNNGSPCA,lr_l2,covariance,all,0.5871488351556341,0.5974357539808626 21979,SSNNGSPCA,lr_l2,covariance,movements,0.6071571649154027,0.6176563702965941 21980,SSNNGSPCA,lr_l2,covariance,none,0.6006252670938363,0.6104505088354985 21981,SSNNGSPCA,lr_l2,precision,all,0.5969773655098535,0.5980673110999768 21982,SSNNGSPCA,lr_l2,precision,movements,0.6045192087051364,0.6125685881533441 21983,SSNNGSPCA,lr_l2,precision,none,0.6021570382868299,0.596746530875362 21984,SSNNGSPCA,lr_l2,cov_embedded,all,0.5945518718174491,0.6030683078431852 21985,SSNNGSPCA,lr_l2,cov_embedded,movements,0.617968362654598,0.6037499885431814 21986,SSNNGSPCA,lr_l2,cov_embedded,none,0.6150004164864141,0.6045959791149838 21987,SSNNGSPCA,ridge_classifier,covariance,all,0.5819884307736835,0.5964738585953636 21988,SSNNGSPCA,ridge_classifier,covariance,movements,0.610903115535059,0.6161863650111818 21989,SSNNGSPCA,ridge_classifier,covariance,none,0.606090235093053,0.6284245385193514 21990,SSNNGSPCA,ridge_classifier,precision,all,0.587040578415962,0.6066303281843846 21991,SSNNGSPCA,ridge_classifier,precision,movements,0.5865215698139363,0.582987942080436 21992,SSNNGSPCA,ridge_classifier,precision,none,0.5940898055376385,0.5880463183895684 21993,SSNNGSPCA,ridge_classifier,cov_embedded,all,0.5949633872334339,0.6022712951704163 21994,SSNNGSPCA,ridge_classifier,cov_embedded,movements,0.6241340266704644,0.6044968776350683 21995,SSNNGSPCA,ridge_classifier,cov_embedded,none,0.616988831331958,0.5909421247357295 21996,SSNNGSPCA,gnb,covariance,all,0.5754953902875677,0.5789698448899534 21997,SSNNGSPCA,gnb,covariance,movements,0.5499829012837366,0.5559088923242371 21998,SSNNGSPCA,gnb,covariance,none,0.5627747443239306,0.5674007495814442 21999,SSNNGSPCA,gnb,precision,all,0.5544021564840095,0.5839657815383299 22000,SSNNGSPCA,gnb,precision,movements,0.5495751205648476,0.5623006513583204 22001,SSNNGSPCA,gnb,precision,none,0.533060869550855,0.5386198849124394 22002,SSNNGSPCA,gnb,cov_embedded,all,0.5769955022478337,0.5795524241100343 22003,SSNNGSPCA,gnb,cov_embedded,movements,0.5948748510471729,0.6065900383727041 22004,SSNNGSPCA,gnb,cov_embedded,none,0.5783457700635847,0.5787890181048284 22005,SSNNGSPCA,ridge,covariance,all,0.01905170754291352,-0.23648526867339006 22006,SSNNGSPCA,ridge,covariance,movements,0.024425580104154715,-0.23386821810243508 22007,SSNNGSPCA,ridge,covariance,none,0.02384402908110181,-0.2269359311561827 22008,SSNNGSPCA,ridge,precision,all,0.011854007785326026,-0.379166756529287 22009,SSNNGSPCA,ridge,precision,movements,-0.02650905456466489,-0.456938181079668 22010,SSNNGSPCA,ridge,precision,none,-0.056588882325712575,-0.5673741754490205 22011,SSNNGSPCA,ridge,cov_embedded,all,0.025315912245315486,-0.3697312705623127 22012,SSNNGSPCA,ridge,cov_embedded,movements,0.03129070804183527,-0.19725708753122867 22013,SSNNGSPCA,ridge,cov_embedded,none,0.04240505436145783,-0.21299119134241876 22014,SSNNGSPCA,lasso,covariance,all,-0.006703955813623277,-0.23424996211574628 22015,SSNNGSPCA,lasso,covariance,movements,-0.013653646137120154,-0.28835100221895327 22016,SSNNGSPCA,lasso,covariance,none,-0.017637286448001166,-0.20346534984867998 22017,SSNNGSPCA,lasso,precision,all,-0.017637286448001166,-0.20346534984867998 22018,SSNNGSPCA,lasso,precision,movements,-0.013989360983251417,-0.20793427449487448 22019,SSNNGSPCA,lasso,precision,none,-0.017637286448001166,-0.20346534984867998 22020,SSNNGSPCA,lasso,cov_embedded,all,-0.017637286448001166,-0.20346534984867998 22021,SSNNGSPCA,lasso,cov_embedded,movements,-0.017637286448001166,-0.20346534984867998 22022,SSNNGSPCA,lasso,cov_embedded,none,-0.017637286448001166,-0.20346534984867998 22023,SSNNGSPCA,svr,covariance,all,-0.02869501128449009,-0.18329652682918718 22024,SSNNGSPCA,svr,covariance,movements,-0.036627353879711694,-0.197308984887025 22025,SSNNGSPCA,svr,covariance,none,-0.028081302489666712,-0.16758498104335495 22026,SSNNGSPCA,svr,precision,all,-0.013898364535083585,-0.24718534892275934 22027,SSNNGSPCA,svr,precision,movements,-0.024822031135832243,-0.43639421048962307 22028,SSNNGSPCA,svr,precision,none,-0.01666278000724805,-0.33200280182501274 22029,SSNNGSPCA,svr,cov_embedded,all,-0.0052380030567685115,-0.31323180449129934 22030,SSNNGSPCA,svr,cov_embedded,movements,0.00677758012715389,-0.23879773738476343 22031,SSNNGSPCA,svr,cov_embedded,none,0.030147950318320738,-0.29963618395380187 22032,SSNNGSPCA,svc_l1,covariance,all,0.5758851587739049,0.5702399210548827 22033,SSNNGSPCA,svc_l1,covariance,movements,0.5979142353102516,0.5632582886262817 22034,SSNNGSPCA,svc_l1,covariance,none,0.5962050366433338,0.5986028791748647 22035,SSNNGSPCA,svc_l1,precision,all,0.5538152381663827,0.5438603673514281 22036,SSNNGSPCA,svc_l1,precision,movements,0.5735919151443396,0.5573919392880274 22037,SSNNGSPCA,svc_l1,precision,none,0.558113486867793,0.5667313849613217 22038,SSNNGSPCA,svc_l1,cov_embedded,all,0.5494304528834483,0.5620744173825905 22039,SSNNGSPCA,svc_l1,cov_embedded,movements,0.5985867123040622,0.5527090029207249 22040,SSNNGSPCA,svc_l1,cov_embedded,none,0.6202121149317119,0.5594398074032434 22041,SSNNGSPCA,svc_l2,covariance,all,0.5892779005895555,0.5827000513265469 22042,SSNNGSPCA,svc_l2,covariance,movements,0.6275546543874165,0.6262979811558249 22043,SSNNGSPCA,svc_l2,covariance,none,0.6096149646794199,0.6057520866685404 22044,SSNNGSPCA,svc_l2,precision,all,0.5830486216582698,0.6011918146378423 22045,SSNNGSPCA,svc_l2,precision,movements,0.5611905539917765,0.5550999645602415 22046,SSNNGSPCA,svc_l2,precision,none,0.5689298136446,0.5561960001955297 22047,SSNNGSPCA,svc_l2,cov_embedded,all,0.594613349407866,0.6044486062398418 22048,SSNNGSPCA,svc_l2,cov_embedded,movements,0.6151377023488952,0.6217001307604882 22049,SSNNGSPCA,svc_l2,cov_embedded,none,0.6222613184303087,0.5882511090200296 22050,SSNNGSPCA,lr_l1,covariance,all,0.5783236862286131,0.5655498050813282 22051,SSNNGSPCA,lr_l1,covariance,movements,0.6180186527328511,0.5861369441151669 22052,SSNNGSPCA,lr_l1,covariance,none,0.5868986179305429,0.5733337203192022 22053,SSNNGSPCA,lr_l1,precision,all,0.5588814663260291,0.5611096005083772 22054,SSNNGSPCA,lr_l1,precision,movements,0.5572889087658013,0.589790141636828 22055,SSNNGSPCA,lr_l1,precision,none,0.5774586984350767,0.5851246196336263 22056,SSNNGSPCA,lr_l1,cov_embedded,all,0.5563890965168886,0.5678950922044752 22057,SSNNGSPCA,lr_l1,cov_embedded,movements,0.5964546156441056,0.5596588617727212 22058,SSNNGSPCA,lr_l1,cov_embedded,none,0.5971056465594848,0.5571742597367682 22059,SSNNGSPCA,lr_l2,covariance,all,0.5954716468618286,0.586128847963436 22060,SSNNGSPCA,lr_l2,covariance,movements,0.6244527868294254,0.6274804775812975 22061,SSNNGSPCA,lr_l2,covariance,none,0.6072218317839692,0.6033870938175951 22062,SSNNGSPCA,lr_l2,precision,all,0.5807495954937529,0.6034909689718804 22063,SSNNGSPCA,lr_l2,precision,movements,0.5783925749519889,0.5906958413276466 22064,SSNNGSPCA,lr_l2,precision,none,0.5946008765333407,0.589546035024258 22065,SSNNGSPCA,lr_l2,cov_embedded,all,0.5922842656831214,0.5998570189052781 22066,SSNNGSPCA,lr_l2,cov_embedded,movements,0.6137185650318153,0.5688411198963693 22067,SSNNGSPCA,lr_l2,cov_embedded,none,0.6289735194459891,0.6068010729692408 22068,SSNNGSPCA,ridge_classifier,covariance,all,0.5878033798695089,0.5769783634163927 22069,SSNNGSPCA,ridge_classifier,covariance,movements,0.615874228513412,0.5908207970279487 22070,SSNNGSPCA,ridge_classifier,covariance,none,0.6049266670121813,0.6046421500934877 22071,SSNNGSPCA,ridge_classifier,precision,all,0.5870950979581782,0.6081470200051327 22072,SSNNGSPCA,ridge_classifier,precision,movements,0.5604602279357617,0.5584960710750467 22073,SSNNGSPCA,ridge_classifier,precision,none,0.5727913398091168,0.5665419655623312 22074,SSNNGSPCA,ridge_classifier,cov_embedded,all,0.6008388938898874,0.6080355069718559 22075,SSNNGSPCA,ridge_classifier,cov_embedded,movements,0.6166339597774592,0.6204777646066798 22076,SSNNGSPCA,ridge_classifier,cov_embedded,none,0.631508347032361,0.5941044739639981 22077,SSNNGSPCA,gnb,covariance,all,0.5774946486676397,0.547098369771108 22078,SSNNGSPCA,gnb,covariance,movements,0.5587697749093927,0.5642226472277555 22079,SSNNGSPCA,gnb,covariance,none,0.5641751280908822,0.5573592491659436 22080,SSNNGSPCA,gnb,precision,all,0.558977911772736,0.5710475503794499 22081,SSNNGSPCA,gnb,precision,movements,0.5519102771605418,0.564129923376798 22082,SSNNGSPCA,gnb,precision,none,0.5386007102498344,0.5331516027325275 22083,SSNNGSPCA,gnb,cov_embedded,all,0.5752030730300731,0.5698381686199269 22084,SSNNGSPCA,gnb,cov_embedded,movements,0.5993349863333872,0.5906814821151425 22085,SSNNGSPCA,gnb,cov_embedded,none,0.5835172407550164,0.5699712204719598 22086,SSNNGSPCA,ridge,covariance,all,0.0008622811642371442,-0.2682097503245278 22087,SSNNGSPCA,ridge,covariance,movements,0.0071617218653293735,-0.1864958689921275 22088,SSNNGSPCA,ridge,covariance,none,0.01209011564843987,-0.20614756004732998 22089,SSNNGSPCA,ridge,precision,all,-0.006982718491178552,-0.2002992660174881 22090,SSNNGSPCA,ridge,precision,movements,-0.05394392724895258,-0.4019064005603422 22091,SSNNGSPCA,ridge,precision,none,-0.11399376473234941,-0.5940052712897066 22092,SSNNGSPCA,ridge,cov_embedded,all,-0.0030938005453421402,-0.2145695841422798 22093,SSNNGSPCA,ridge,cov_embedded,movements,0.00817652361006882,-0.17154562568737916 22094,SSNNGSPCA,ridge,cov_embedded,none,0.0199182420701866,-0.22086183560008849 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