,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv
,Data_file,Fold 1,Fold 2,Fold 3,Fold 4,Method,RMSEC,RMSECV,alpha,alphas,copy_X,fit_intercept,l1_ratio,max_iter,n_components,normalize,positive,precompute,scale,selection,tol,ycol,ymax,ymin
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1634448034315768,0.17760371715254494,0.11508926643269668,0.20376939597660546,Elastic Net,0.1657528354727471,0.16647322324471012,,1e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1634448034315768,0.17760371715254494,0.11508926643269668,0.20376939597660546,Elastic Net,0.1657528354727471,0.16647322324471012,,1.5922827933410873e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1634448034315768,0.17760371715254494,0.11508926643269668,0.20376939597660546,Elastic Net,0.1657528354727471,0.16647322324471012,,2.5353644939701167e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1634448034315768,0.17760371715254494,0.11508926643269668,0.20376939597660546,Elastic Net,0.1657528354727471,0.16647322324471012,,4.03701725859655e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1634448034315768,0.17760371715254494,0.11508926643269668,0.20376939597660546,Elastic Net,0.1657528354727471,0.16647322324471012,,6.428073117284345e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1634448034315768,0.17760371715254494,0.11508926643269668,0.20376939597660546,Elastic Net,0.1657528354727471,0.16647322324471012,,1.0235310218990268e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1634448034315768,0.17760371715254494,0.11508926643269668,0.20376939597660546,Elastic Net,0.1657528354727471,0.16647322324471012,,1.6297508346206402e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1633825275681538,0.17760371715254494,0.1149259452574232,0.20376939597660546,Elastic Net,0.1657528354727471,0.16642713196361522,,2.5950242113997427e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.16257373756920288,0.17671908513830561,0.11403666403424872,0.20329692181523598,Elastic Net,0.16483153265177292,0.16569450072841932,,4.1320124001153346e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.16164484808145535,0.17550794028137598,0.11310711725681044,0.20178670438262772,Elastic Net,0.163641289467911,0.16454733820589543,,6.579332246575655e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.16076693502974743,0.1741430572601698,0.11247683946491983,0.20003998651582167,Elastic Net,0.16234801846596242,0.16336209776269406,,1.0476157527896661e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1601468536864496,0.1730530340101593,0.11232530523813185,0.19829230506429762,Elastic Net,0.1613431079904683,0.16240220318865864,,1.6681005372000558e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.159588724353062,0.1721761300925107,0.11236087954328938,0.19673910015505708,Elastic Net,0.16045604881328734,0.16160295596520197,,2.6560877829466947e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15849046655386612,0.17088559628637837,0.11157857260686309,0.19506130164780794,Elastic Net,0.1588539020339811,0.1603715688659581,,4.229242874389499e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15700239778166883,0.16853294112550266,0.11065940134347158,0.19302122703606428,Elastic Net,0.15662650426650782,0.15864008869201687,,6.734150657750801e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15554081305714698,0.1658803479541695,0.10994344592955063,0.19068300660828427,Elastic Net,0.15406529509210906,0.15679428398535042,,1.0722672220103254e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15414623611134076,0.16326793323356903,0.10949707917920316,0.1881740858474648,Elastic Net,0.15129123632047659,0.15498056797696616,,1.7073526474706886e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15275753257627137,0.16088179336723266,0.10927990605754022,0.18515442129243437,Elastic Net,0.14816249698748896,0.15312891699594056,,2.718588242732929e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1513324227202573,0.1584041179142316,0.10916914442546102,0.18157326736819138,Elastic Net,0.1445151724784616,0.15111335857656144,,4.328761281083062e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.14942655610709607,0.15548180175348925,0.10903953997535126,0.17700795043981912,Elastic Net,0.13999999722515497,0.14859043483607062,,6.892612104349681e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1468488287933587,0.15180243135845542,0.10889559335457052,0.17082533888663679,Elastic Net,0.13420965359987144,0.14526649031244573,,1.097498765493059e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.14354165530706411,0.14730309486994525,0.10967399288759193,0.1622377387056876,Elastic Net,0.12725800951512453,0.14110959198182899,,1.7475284000076829e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.13951819199839738,0.14198114229552738,0.11237796829028951,0.15110207349835247,Elastic Net,0.11925585302266589,0.13637017271260837,,2.782559402207126e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1349059449392044,0.1361687949452199,0.11753027320713381,0.1375344029115171,Elastic Net,0.11059137291343228,0.13147607225225819,,4.4306214575838864e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.13011228555211113,0.1303762681691984,0.1245390137093068,0.12211965278408755,Elastic Net,0.10171060623089102,0.1269130237659508,,7.054802310718631e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1252097601837092,0.12461810260555793,0.13210323871666207,0.10596593915016665,Elastic Net,0.0932055232974679,0.1228366297685825,,1.1233240329780266e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.12046539324162536,0.11940800028720026,0.13895108447580143,0.09063954788435094,Elastic Net,0.08545622070448551,0.1194680999915256,,1.788649529057435e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11617173771275517,0.11489226105259569,0.14421132925421745,0.07817250259700707,Elastic Net,0.07874647936465926,0.116872515077405,,2.8480358684357933e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11270943445369165,0.11081520779930448,0.14807388176718286,0.07094658060592635,Elastic Net,0.0731416048063074,0.1152339677674535,,4.534878508128591e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11042712406147673,0.10720836935629013,0.15108769222687204,0.06942588011424661,Elastic Net,0.06848858378908054,0.11464869517748608,,7.220809018385457e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.10930552681904201,0.10416732689946968,0.1531993352778389,0.07258459856734914,Elastic Net,0.06450975007601471,0.11488104762656949,,1.1497569953977357e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.10924756971339253,0.10182632860070162,0.1543082265000413,0.07812255970971471,Elastic Net,0.061027307695487545,0.11558790146970366,,1.8307382802953698e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.10990659957372612,0.10032286289708586,0.1548929193721451,0.08392767608210047,Elastic Net,0.05795374768451646,0.11657614053829465,,2.9150530628251696e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11122079768835176,0.09971539685657997,0.15467058100306938,0.08893726750658272,Elastic Net,0.05527199276392979,0.1175534881785737,,4.6415888336127915e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11315855760004721,0.09995775377295267,0.15372153115405782,0.09298472830313233,Elastic Net,0.05297403307566606,0.11848082568208163,,7.390722033525775e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11529176112711294,0.10106954096816598,0.15241998607578364,0.09624877723275323,Elastic Net,0.05101146537769789,0.11940402526803685,,1.176811952434999e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11754142796872845,0.10258356805875757,0.15107248744996604,0.09938788117277851,Elastic Net,0.049327389237379816,0.12043003520990372,,1.8738174228603867e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11977198471804876,0.10430291928892718,0.1504848863088704,0.10261479664519779,Elastic Net,0.04785794394600575,0.12178789979750695,,2.9836472402833345e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1219452077925153,0.10570973410807243,0.15134327485565258,0.10611924420403772,Elastic Net,0.04655829063109034,0.1236097951912051,,4.750810162102794e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.12436421896408005,0.10649589016364777,0.15450456896841758,0.10976504524500355,Elastic Net,0.04539324834343348,0.12615207572903775,,7.564633275546291e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.12691874586169669,0.10675329431385562,0.160573854215497,0.11351280677888537,Elastic Net,0.04433747293274439,0.12960025319004326,,1.2045035402587836e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.13004264092677137,0.10677970243170715,0.16941364888387228,0.11729115015284669,Elastic Net,0.04337453437957195,0.1341003341791921,,1.917910261672485e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1338499223514329,0.10756507063601004,0.17931061130006276,0.12098381029122388,Elastic Net,0.042484986525032416,0.13930332973060672,,3.0538555088334124e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.13801912489824653,0.11051363128691455,0.18952450208997024,0.12475870693522188,Elastic Net,0.041647613523645516,0.14515728728421515,,4.8626015800653536e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.14269675734676962,0.11736016115428748,0.19772192644920827,0.12848170444190554,Elastic Net,0.04085078425828089,0.15116334577339588,,7.742636826811278e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.14758982155876152,0.12827294232439024,0.20377023417164664,0.13208588556608625,Elastic Net,0.040088520394054465,0.1572554938517046,,1.2328467394420634e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15311764491930502,0.14371029534851248,0.2070905317883625,0.13540041685793464,Elastic Net,0.03936680080692769,0.1635337014999219,,1.9630406500402685e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15863407778856062,0.16250056379240377,0.20857995775471008,0.1384996090821632,Elastic Net,0.03869168637760444,0.1701176788645257,,3.125715849688235e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.16468447851060972,0.18356439122050883,0.2096700775156236,0.1412259953985398,Elastic Net,0.03807363206651258,0.17749707563243686,,4.977023564332114e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1701557111296912,0.20581522299581437,0.21185053444043767,0.1436134137863265,Elastic Net,0.03751311292509732,0.18566342959272192,,7.924828983539185e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.17537813898323337,0.22926556310734816,0.21538037232447718,0.14578133800322546,Elastic Net,0.037015410727238456,0.19478806785156044,,1.2618568830660183e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1789476647411426,0.2519408822778279,0.2200301369207152,0.1475233859974028,Elastic Net,0.03657765652537345,0.20383947779750936,,2.0092330025650458e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1821384956170895,0.27298632741959095,0.2245614583958192,0.14905714611411655,Elastic Net,0.03619876174163234,0.21247551825741776,,3.1992671377973845e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.18350929243346686,0.2922544814011048,0.2295732796669958,0.1502426763849285,Elastic Net,0.035870917233043816,0.2204018373988085,,5.094138014816385e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1841710220256826,0.3102137368015797,0.23413043609382778,0.15135262448729314,Elastic Net,0.035590729332706746,0.2277603704119818,,8.111308307896856e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1844095196517554,0.3258614645537438,0.23888103937944258,0.1522355482964778,Elastic Net,0.03535527024394685,0.2344000309456557,,1.2915496650148826e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.18390608613676,0.3393323022724305,0.24244665982854716,0.15292617491233548,Elastic Net,0.0351576217564733,0.2398906922850824,,2.0565123083486515e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,2.0,0.0
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