,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,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,1e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,1.5922827933410873e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,2.5353644939701167e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,4.03701725859655e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,6.428073117284345e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,1.0235310218990268e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,1.6297508346206402e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3194216741500841,0.3715148368731323,0.4821361176336198,0.3343785294343125,Elastic Net,0.38404935401415613,0.38421736293281145,,2.5950242113997427e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.31924804330606826,0.3713649252749834,0.4820363123670659,0.3343377609911437,Elastic Net,0.38391364494155633,0.3841029407159262,,4.1320124001153346e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.31828362929233844,0.3705754791376087,0.4817191933402484,0.33339480341477157,Elastic Net,0.3831560785776199,0.38341379547819937,,6.579332246575655e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.31657862562784816,0.3688421436490249,0.48076154344620814,0.33166654194274137,Elastic Net,0.3814129413656769,0.38197304589604103,,1.0476157527896661e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.31408917861180685,0.36561383396505276,0.4784057298696854,0.3283762779771386,Elastic Net,0.3778646867235792,0.3792358624795195,,1.6681005372000558e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.31150432617018503,0.35993735344303945,0.4731952809870782,0.3232488920850049,Elastic Net,0.3721432630101429,0.3745909018574755,,2.6560877829466947e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.30977661309866744,0.3523726168130018,0.4657153562207502,0.3171402008734904,Elastic Net,0.36490585059573016,0.36874907398630263,,4.229242874389499e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.30961272573411813,0.3436344175115984,0.4565642888510594,0.31168192306682496,Elastic Net,0.35690351890777694,0.3625705775780569,,6.734150657750801e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3113610890538077,0.33448858119643476,0.4467228487501561,0.30803141890966285,Elastic Net,0.3490020527064167,0.35689381222463246,,1.0722672220103254e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3148765284028447,0.3256287550984543,0.4369646152446428,0.306604280013417,Elastic Net,0.3414900731596078,0.3522183880183019,,1.7073526474706886e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.31898483373137076,0.3167372674494545,0.4273896173471398,0.30638565701681314,Elastic Net,0.3338132815881082,0.3480584749781413,,2.718588242732929e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.32215470251630146,0.3068765185697234,0.4173528372398793,0.3055297261456975,Elastic Net,0.32498030575203707,0.3432667989147742,,4.328761281083062e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.32356033630938824,0.29550957294847663,0.4064723840072254,0.3023519000483513,Elastic Net,0.31431979899434065,0.33704941227566276,,6.892612104349681e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3220032189929718,0.2821789867051121,0.394166565854652,0.29588238542393663,Elastic Net,0.3011973962661001,0.3286032916257786,,1.097498765493059e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3171940646278497,0.2670567943474119,0.38071623692114864,0.28612311302772064,Elastic Net,0.28590703844975546,0.31795974993056514,,1.7475284000076829e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.3091032872076759,0.25067633797405015,0.36649865076182037,0.27436267138654064,Elastic Net,0.2688831479888904,0.3055884627021601,,2.782559402207126e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2981169732674586,0.23365545781999203,0.35214931032273306,0.26317933415224337,Elastic Net,0.2511293786172645,0.29243523979306746,,4.4306214575838864e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.28489526537851734,0.21693346277342734,0.33820712412603987,0.25472402623963647,Elastic Net,0.23372217808191387,0.27947297707877955,,7.054802310718631e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2703619541278478,0.2009412278305006,0.3247279522465402,0.25040360471174755,Elastic Net,0.21740996361653228,0.26737221025094576,,1.1233240329780266e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2553096643664499,0.18617065489824833,0.31171023541069665,0.2496343036012672,Elastic Net,0.20209553175488804,0.2563769921613929,,1.788649529057435e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.240066533860381,0.17266468578863522,0.29884746555395625,0.25024833264619417,Elastic Net,0.18741546068298873,0.24606596100448078,,2.8480358684357933e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2247425443778341,0.1611604941034089,0.2859896356362867,0.24982126141568461,Elastic Net,0.17298539882469427,0.23599061076649955,,4.534878508128591e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2093907808856136,0.15277910538023823,0.27318456117955736,0.2470478300479608,Elastic Net,0.1589609600125492,0.2259957924509925,,7.220809018385457e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1946341050379729,0.14892222675282057,0.26054194795168617,0.24172586842932733,Elastic Net,0.14588281728493732,0.2163871325395234,,1.1497569953977357e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.18151646341417277,0.15102593648448157,0.24852546143523552,0.2348492874191326,Elastic Net,0.13432485472353198,0.20805639496881012,,1.8307382802953698e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.17093349782909906,0.15887609163463642,0.23727823221465982,0.22792232531464166,Elastic Net,0.12457712382700693,0.2017233694968513,,2.9150530628251696e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.16355028368326968,0.1716695448025675,0.22678858819591718,0.22243598518610405,Elastic Net,0.11648829539770088,0.19796055780004884,,4.6415888336127915e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15939017788239992,0.1878186253096907,0.21722974683091303,0.21927295674847402,Elastic Net,0.10972099352024602,0.19690766257804124,,7.390722033525775e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.15837113827998042,0.20545902526302323,0.2087401892303498,0.21850314477134092,Elastic Net,0.10396578151047565,0.19826367552573085,,1.176811952434999e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1605482259484956,0.2232572746479571,0.20158775806590093,0.2197529801457548,Elastic Net,0.09904110029431161,0.20165391505710634,,1.8738174228603867e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.16581474200413626,0.24017387354219713,0.19610364265991825,0.22248132890712724,Elastic Net,0.09484621306665227,0.20662374146072698,,2.9836472402833345e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.17340413115093914,0.2568242615636026,0.19258382960844253,0.22608980960296607,Elastic Net,0.09126889776340628,0.21298896200190173,,4.750810162102794e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.18175678271055898,0.2733607754704115,0.1914172629177928,0.23026944272360422,Elastic Net,0.0881884266368639,0.22038189903614458,,7.564633275546291e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1887919211836086,0.29026873706238765,0.19253070008897213,0.23476495658207078,Elastic Net,0.08545931034010876,0.2283300147748503,,1.2045035402587836e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1938318958300079,0.308840340779773,0.19619972918770184,0.23944461907138248,Elastic Net,0.08293672086655234,0.23706384376713463,,1.917910261672485e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.19704793473283272,0.32776023006948546,0.20233973618982162,0.2440891826597904,Elastic Net,0.08051903280950584,0.24613818588269581,,3.0538555088334124e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.19905429293023688,0.34510451757710775,0.21182412746463875,0.24847449276118366,Elastic Net,0.07815033772567814,0.2552085639541159,,4.8626015800653536e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20009124756184377,0.3611460732556461,0.2254976554675368,0.2526321863956441,Elastic Net,0.07584091911207844,0.26462239231563434,,7.742636826811278e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2010999132366294,0.3739442914307971,0.2446900544943411,0.25647997396017935,Elastic Net,0.07361943097613836,0.2742953070029231,,1.2328467394420634e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20207945591915055,0.38402475143578413,0.26921193923775505,0.25997385159222425,Elastic Net,0.07153769008503705,0.28450329636746996,,1.9630406500402685e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.203524155403834,0.38893238692056115,0.2998140964620294,0.2630646723354262,Elastic Net,0.06966025689128258,0.2949803472690034,,3.125715849688235e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2050615709197541,0.3902669189812542,0.33373459600371347,0.2659919874197554,Elastic Net,0.06800004018132148,0.3057878757605107,,4.977023564332114e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20672150571171932,0.38808399735186594,0.37038863668788813,0.2683700561219602,Elastic Net,0.06655781088485616,0.3169286220951182,,7.924828983539185e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2074579270648891,0.38146528791744566,0.4055707317314855,0.2704737509672925,Elastic Net,0.06532813455733368,0.3268539345094989,,1.2618568830660183e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.2078685016023677,0.37298189045942237,0.4333455231596277,0.2722539472657585,Elastic Net,0.06429764071621513,0.3343222338557108,,2.0092330025650458e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20768110158146358,0.3639306810414842,0.45680453446998265,0.27375213050599323,Elastic Net,0.0634334632604171,0.34044215266185907,,3.1992671377973845e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20723930020313325,0.35536173893714756,0.4745838496607684,0.2749196111354053,Elastic Net,0.06271241832437321,0.34486530484122213,,5.094138014816385e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20670065390483228,0.34603407276990156,0.49013667338464145,0.27589513368685786,Elastic Net,0.06211247406711266,0.3484598245127086,,8.111308307896856e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20586164082328595,0.33871998519236374,0.5001140610751522,0.2767023027253377,Elastic Net,0.06161494272961185,0.35052244151997697,,1.2915496650148826e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20514361193593336,0.33132225240511903,0.5088350731391231,0.2773525249200628,Elastic Net,0.06120172414225242,0.35217331933669893,,2.0565123083486515e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.20468088042495797,0.3263067364630159,0.5160565954907135,0.2778794357533427,Elastic Net,0.06085257589581431,0.3538694423558098,,3.2745491628777316e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,5.0,0.0
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