performance_metrics.txt

performance: {'Multistep_DNN_fold1': [0.23176701366901398, 0.403778612613678], 'Multistep_LSTM_fold1': [0.2547881007194519, 0.40394505858421326], 'Multistep_DNN_fold2': [0.23435941338539124, 0.3971821963787079], 'Multistep_LSTM_fold2': [0.2535686790943146, 0.39431750774383545], 'Multistep_DNN_fold3': [0.20528961718082428, 0.37063658237457275], 'Multistep_LSTM_fold3': [0.23721162974834442, 0.3834927976131439], 'Multistep_DNN_fold4': [0.20735976099967957, 0.37081077694892883], 'Multistep_LSTM_fold4': [0.23417547345161438, 0.38287949562072754], 'Multistep_DNN_fold5': [0.22618788480758667, 0.394429087638855], 'Multistep_LSTM_fold5': [0.234232559800148, 0.3754889667034149], 'Multistep_DNN_fold6': [0.2064242959022522, 0.371305376291275], 'Multistep_LSTM_fold6': [0.2242651879787445, 0.3762040436267853], 'Multistep_DNN_fold7': [0.2180650383234024, 0.3826006054878235], 'Multistep_LSTM_fold7': [0.1998826265335083, 0.3568739593029022]}    val_performance: {'Multistep_DNN_fold1': [0.8272299766540527, 0.7749733328819275], 'Multistep_LSTM_fold1': [1.1289172172546387, 0.8586889505386353], 'Multistep_DNN_fold2': [0.9012216329574585, 0.8134519457817078], 'Multistep_LSTM_fold2': [0.8912410736083984, 0.7777009606361389], 'Multistep_DNN_fold3': [0.8169582486152649, 0.7690086960792542], 'Multistep_LSTM_fold3': [0.7910797595977783, 0.7299402952194214], 'Multistep_DNN_fold4': [0.7439828515052795, 0.7231408357620239], 'Multistep_LSTM_fold4': [0.8332082629203796, 0.7368728518486023], 'Multistep_DNN_fold5': [0.8126355409622192, 0.7664983868598938], 'Multistep_LSTM_fold5': [0.7743450403213501, 0.7175679206848145], 'Multistep_DNN_fold6': [0.7570692896842957, 0.733329176902771], 'Multistep_LSTM_fold6': [0.7404397130012512, 0.6982202529907227], 'Multistep_DNN_fold7': [0.820692241191864, 0.7718931436538696], 'Multistep_LSTM_fold7': [0.8598802089691162, 0.7595667243003845]}performance: {'Multistep_Linear_fold1': [0.7418507933616638, 0.8266953825950623], 'Multistep_DNN_fold1': [0.7302546501159668, 0.8105507493019104], 'Multistep_LSTM_fold1': [0.6249191164970398, 0.6965108513832092], 'Multistep_Linear_fold2': [0.2979668378829956, 0.44831976294517517], 'Multistep_DNN_fold2': [0.11903456598520279, 0.271172434091568], 'Multistep_LSTM_fold2': [0.03904755786061287, 0.16348974406719208], 'Multistep_Linear_fold3': [0.3848685324192047, 0.5160887837409973], 'Multistep_DNN_fold3': [0.24034596979618073, 0.3831399083137512], 'Multistep_LSTM_fold3': [0.0684494748711586, 0.2061453014612198], 'Multistep_Linear_fold4': [0.15910884737968445, 0.3049645721912384], 'Multistep_DNN_fold4': [0.03908360376954079, 0.15779750049114227], 'Multistep_LSTM_fold4': [0.014945677481591702, 0.09454216063022614], 'Multistep_Linear_fold5': [0.17268654704093933, 0.3458763659000397], 'Multistep_DNN_fold5': [0.05119733139872551, 0.18666574358940125], 'Multistep_LSTM_fold5': [0.03477582708001137, 0.14523659646511078], 'Multistep_Linear_fold6': [0.8360536694526672, 0.7161257863044739], 'Multistep_DNN_fold6': [0.10728517174720764, 0.2739349901676178], 'Multistep_LSTM_fold6': [0.05752815678715706, 0.19357328116893768], 'Multistep_Linear_fold7': [2.1862733364105225, 1.3043211698532104], 'Multistep_DNN_fold7': [0.04748847335577011, 0.1813032627105713], 'Multistep_LSTM_fold7': [0.021014990285038948, 0.11963013559579849]}    val_performance: {'Multistep_Linear_fold1': [0.40030360221862793, 0.48964694142341614], 'Multistep_DNN_fold1': [0.3714205026626587, 0.45786717534065247], 'Multistep_LSTM_fold1': [0.304037481546402, 0.40515032410621643], 'Multistep_Linear_fold2': [0.6529996395111084, 0.6484429240226746], 'Multistep_DNN_fold2': [0.13656018674373627, 0.2690007984638214], 'Multistep_LSTM_fold2': [0.06037764251232147, 0.19156904518604279], 'Multistep_Linear_fold3': [0.3228347897529602, 0.47412267327308655], 'Multistep_DNN_fold3': [0.18343645334243774, 0.34092026948928833], 'Multistep_LSTM_fold3': [0.20345179736614227, 0.34591782093048096], 'Multistep_Linear_fold4': [0.3458438217639923, 0.4903049170970917], 'Multistep_DNN_fold4': [0.17077705264091492, 0.29331713914871216], 'Multistep_LSTM_fold4': [0.161391943693161, 0.22852657735347748], 'Multistep_Linear_fold5': [0.41683974862098694, 0.5438700914382935], 'Multistep_DNN_fold5': [0.13645672798156738, 0.3220074474811554], 'Multistep_LSTM_fold5': [0.14658641815185547, 0.2946925163269043], 'Multistep_Linear_fold6': [0.6302515864372253, 0.6352410912513733], 'Multistep_DNN_fold6': [0.14012911915779114, 0.3159569203853607], 'Multistep_LSTM_fold6': [0.13866542279720306, 0.2785390317440033], 'Multistep_Linear_fold7': [2.215834379196167, 1.061242938041687], 'Multistep_DNN_fold7': [0.04252661392092705, 0.17609208822250366], 'Multistep_LSTM_fold7': [0.00988362729549408, 0.0741829052567482]}performance: {'Multistep_Linear_fold1': [0.7362881302833557, 0.8195515275001526], 'Multistep_DNN_fold1': [0.7388268113136292, 0.7859206199645996], 'Multistep_LSTM_fold1': [0.35252445936203003, 0.48562976717948914], 'Multistep_Linear_fold2': [0.33300086855888367, 0.45387399196624756], 'Multistep_DNN_fold2': [0.13298963010311127, 0.28552043437957764], 'Multistep_LSTM_fold2': [0.09015048295259476, 0.2312726229429245], 'Multistep_Linear_fold3': [1.0271960496902466, 0.6622443795204163], 'Multistep_DNN_fold3': [0.19418244063854218, 0.3507474660873413], 'Multistep_LSTM_fold3': [0.09824613481760025, 0.25064727663993835], 'Multistep_Linear_fold4': [0.176083505153656, 0.30423998832702637], 'Multistep_DNN_fold4': [0.03631451353430748, 0.1500835120677948], 'Multistep_LSTM_fold4': [0.014778496697545052, 0.0976659506559372], 'Multistep_Linear_fold5': [0.16343432664871216, 0.3329675495624542], 'Multistep_DNN_fold5': [0.05322451516985893, 0.19286814332008362], 'Multistep_LSTM_fold5': [0.038942787796258926, 0.15045878291130066], 'Multistep_Linear_fold6': [1.317549228668213, 0.9624545574188232], 'Multistep_DNN_fold6': [0.07301119714975357, 0.22032269835472107], 'Multistep_LSTM_fold6': [0.10430467128753662, 0.2723165452480316], 'Multistep_Linear_fold7': [1.631468415260315, 1.111270546913147], 'Multistep_DNN_fold7': [0.11551623046398163, 0.2639859914779663], 'Multistep_LSTM_fold7': [0.03257562220096588, 0.14886070787906647]}    val_performance: {'Multistep_Linear_fold1': [0.41513052582740784, 0.4880417287349701], 'Multistep_DNN_fold1': [0.42943960428237915, 0.4816751480102539], 'Multistep_LSTM_fold1': [0.43730902671813965, 0.5238120555877686], 'Multistep_Linear_fold2': [0.5664535760879517, 0.6052162647247314], 'Multistep_DNN_fold2': [0.1430390179157257, 0.30688586831092834], 'Multistep_LSTM_fold2': [0.11474890261888504, 0.2607821226119995], 'Multistep_Linear_fold3': [1.017985224723816, 0.7800319790840149], 'Multistep_DNN_fold3': [0.16155171394348145, 0.3159419298171997], 'Multistep_LSTM_fold3': [0.11931213736534119, 0.2618006467819214], 'Multistep_Linear_fold4': [0.3286534547805786, 0.4738471806049347], 'Multistep_DNN_fold4': [0.16817253828048706, 0.29867395758628845], 'Multistep_LSTM_fold4': [0.11992388963699341, 0.2106209546327591], 'Multistep_Linear_fold5': [0.6414836049079895, 0.6084587574005127], 'Multistep_DNN_fold5': [0.24605552852153778, 0.41994622349739075], 'Multistep_LSTM_fold5': [0.11272483319044113, 0.26371291279792786], 'Multistep_Linear_fold6': [1.9080663919448853, 1.1280006170272827], 'Multistep_DNN_fold6': [0.09190689027309418, 0.23912811279296875], 'Multistep_LSTM_fold6': [0.10292630642652512, 0.25656142830848694], 'Multistep_Linear_fold7': [0.3319019377231598, 0.4351270794868469], 'Multistep_DNN_fold7': [0.046890612691640854, 0.16291342675685883], 'Multistep_LSTM_fold7': [0.030543817207217216, 0.13053761422634125]}performance: {'Multistep_Linear_fold1': [0.6196377873420715, 0.7485857605934143], 'Multistep_DNN_fold1': [0.699063241481781, 0.7664384245872498], 'Multistep_LSTM_fold1': [0.6791526675224304, 0.762143075466156], 'Multistep_Linear_fold2': [0.2897482216358185, 0.4330660402774811], 'Multistep_DNN_fold2': [0.11390483379364014, 0.26086190342903137], 'Multistep_LSTM_fold2': [0.11363986879587173, 0.2707068622112274], 'Multistep_Linear_fold3': [0.451892226934433, 0.5563564896583557], 'Multistep_DNN_fold3': [0.1140444427728653, 0.2818751335144043], 'Multistep_LSTM_fold3': [0.1748407781124115, 0.3204379677772522], 'Multistep_Linear_fold4': [0.14845529198646545, 0.2999257743358612], 'Multistep_DNN_fold4': [0.027511203661561012, 0.12923869490623474], 'Multistep_LSTM_fold4': [0.009161300957202911, 0.07310322672128677], 'Multistep_Linear_fold5': [0.17146499454975128, 0.319416880607605], 'Multistep_DNN_fold5': [0.08702803403139114, 0.238327294588089], 'Multistep_LSTM_fold5': [0.04021361842751503, 0.14858514070510864], 'Multistep_Linear_fold6': [0.554146409034729, 0.600167453289032], 'Multistep_DNN_fold6': [0.05640888214111328, 0.1871812343597412], 'Multistep_LSTM_fold6': [0.06841283291578293, 0.19169004261493683], 'Multistep_Linear_fold7': [0.3830054700374603, 0.48826417326927185], 'Multistep_DNN_fold7': [0.0829002857208252, 0.24322710931301117], 'Multistep_LSTM_fold7': [0.03619491308927536, 0.15347129106521606]}    val_performance: {'Multistep_Linear_fold1': [0.3852647542953491, 0.4788152873516083], 'Multistep_DNN_fold1': [0.33300188183784485, 0.44692865014076233], 'Multistep_LSTM_fold1': [0.36170151829719543, 0.4535638689994812], 'Multistep_Linear_fold2': [0.6874426603317261, 0.6681305766105652], 'Multistep_DNN_fold2': [0.0958690494298935, 0.2402312308549881], 'Multistep_LSTM_fold2': [0.14414288103580475, 0.2785373628139496], 'Multistep_Linear_fold3': [0.34827810525894165, 0.49306973814964294], 'Multistep_DNN_fold3': [0.19752594828605652, 0.32409152388572693], 'Multistep_LSTM_fold3': [0.2142537236213684, 0.34820687770843506], 'Multistep_Linear_fold4': [0.3018546402454376, 0.4474947452545166], 'Multistep_DNN_fold4': [0.14858731627464294, 0.2912122905254364], 'Multistep_LSTM_fold4': [0.11060167849063873, 0.22037968039512634], 'Multistep_Linear_fold5': [1.3669625520706177, 0.7556836009025574], 'Multistep_DNN_fold5': [0.1601700633764267, 0.3479648530483246], 'Multistep_LSTM_fold5': [0.1324210911989212, 0.28440016508102417], 'Multistep_Linear_fold6': [0.5195664167404175, 0.5883001685142517], 'Multistep_DNN_fold6': [0.08808043599128723, 0.2412702590227127], 'Multistep_LSTM_fold6': [0.15953059494495392, 0.29286861419677734], 'Multistep_Linear_fold7': [0.17641986906528473, 0.3484749495983124], 'Multistep_DNN_fold7': [0.04245484247803688, 0.15126626193523407], 'Multistep_LSTM_fold7': [0.0470292828977108, 0.16074039041996002]}performance: {'Multistep_Linear_fold1': [0.6364272832870483, 0.7585667371749878], 'Multistep_DNN_fold1': [0.7045146822929382, 0.7751601338386536], 'Multistep_LSTM_fold1': [0.34330782294273376, 0.48387980461120605], 'Multistep_Linear_fold2': [0.4355262815952301, 0.5210856199264526], 'Multistep_DNN_fold2': [0.16108985245227814, 0.31175556778907776], 'Multistep_LSTM_fold2': [0.06747427582740784, 0.19955870509147644], 'Multistep_Linear_fold3': [0.3766704499721527, 0.5100380182266235], 'Multistep_DNN_fold3': [0.23515251278877258, 0.39833274483680725], 'Multistep_LSTM_fold3': [0.12015120685100555, 0.271038293838501], 'Multistep_Linear_fold4': [0.1609296202659607, 0.2982150614261627], 'Multistep_DNN_fold4': [0.029971808195114136, 0.1387552171945572], 'Multistep_LSTM_fold4': [0.013412753120064735, 0.08874449133872986], 'Multistep_Linear_fold5': [0.18487246334552765, 0.3593064844608307], 'Multistep_DNN_fold5': [0.06572069227695465, 0.2169817090034485], 'Multistep_LSTM_fold5': [0.057232633233070374, 0.18282745778560638], 'Multistep_Linear_fold6': [0.5875718593597412, 0.6218410730361938], 'Multistep_DNN_fold6': [0.10347367078065872, 0.26817524433135986], 'Multistep_LSTM_fold6': [0.08312138170003891, 0.23189114034175873], 'Multistep_Linear_fold7': [0.8613080978393555, 0.7808970808982849], 'Multistep_DNN_fold7': [0.10001729428768158, 0.26354268193244934], 'Multistep_LSTM_fold7': [0.02618945576250553, 0.12408525496721268]}    val_performance: {'Multistep_Linear_fold1': [0.4070517420768738, 0.487009197473526], 'Multistep_DNN_fold1': [0.36847150325775146, 0.44964727759361267], 'Multistep_LSTM_fold1': [0.4089043140411377, 0.49026745557785034], 'Multistep_Linear_fold2': [0.5385281443595886, 0.5863369703292847], 'Multistep_DNN_fold2': [0.1525927484035492, 0.30043545365333557], 'Multistep_LSTM_fold2': [0.12409026175737381, 0.28211191296577454], 'Multistep_Linear_fold3': [0.37773171067237854, 0.5178817510604858], 'Multistep_DNN_fold3': [0.2300688475370407, 0.36874261498451233], 'Multistep_LSTM_fold3': [0.255795419216156, 0.3797112703323364], 'Multistep_Linear_fold4': [0.35465630888938904, 0.4918597638607025], 'Multistep_DNN_fold4': [0.20348207652568817, 0.3435977101325989], 'Multistep_LSTM_fold4': [0.15959976613521576, 0.22023776173591614], 'Multistep_Linear_fold5': [0.4534299671649933, 0.5552476048469543], 'Multistep_DNN_fold5': [0.17964297533035278, 0.3853957951068878], 'Multistep_LSTM_fold5': [0.20891356468200684, 0.33976325392723083], 'Multistep_Linear_fold6': [0.8016040921211243, 0.7121908664703369], 'Multistep_DNN_fold6': [0.15798702836036682, 0.32274138927459717], 'Multistep_LSTM_fold6': [0.10383272916078568, 0.2539457380771637], 'Multistep_Linear_fold7': [0.26657411456108093, 0.43131962418556213], 'Multistep_DNN_fold7': [0.09983357042074203, 0.2655881643295288], 'Multistep_LSTM_fold7': [0.05705193802714348, 0.17668849229812622]}performance: {'Multistep_Linear_fold1': [0.7495483756065369, 0.8323142528533936], 'Multistep_DNN_fold1': [0.47259247303009033, 0.6384174823760986], 'Multistep_LSTM_fold1': [0.5259144306182861, 0.6555543541908264], 'Multistep_Linear_fold2': [0.36662518978118896, 0.4707740843296051], 'Multistep_DNN_fold2': [0.1541980355978012, 0.3048602044582367], 'Multistep_LSTM_fold2': [0.0883239358663559, 0.2271331399679184], 'Multistep_Linear_fold3': [0.4402586817741394, 0.5566115975379944], 'Multistep_DNN_fold3': [0.14558112621307373, 0.29803475737571716], 'Multistep_LSTM_fold3': [0.1281776875257492, 0.2796970307826996], 'Multistep_Linear_fold4': [0.17441047728061676, 0.3198108673095703], 'Multistep_DNN_fold4': [0.030454128980636597, 0.140790656208992], 'Multistep_LSTM_fold4': [0.0068144891411066055, 0.06220709905028343], 'Multistep_Linear_fold5': [0.21035385131835938, 0.38108354806900024], 'Multistep_DNN_fold5': [0.04537244513630867, 0.1769922375679016], 'Multistep_LSTM_fold5': [0.03162030875682831, 0.1395740807056427], 'Multistep_Linear_fold6': [5.449069023132324, 1.5373830795288086], 'Multistep_DNN_fold6': [0.09059742093086243, 0.24870985746383667], 'Multistep_LSTM_fold6': [0.043492816388607025, 0.1636475920677185], 'Multistep_Linear_fold7': [1.0890226364135742, 0.8901369571685791], 'Multistep_DNN_fold7': [0.05219938978552818, 0.19048887491226196], 'Multistep_LSTM_fold7': [0.012486699968576431, 0.08851553499698639]}    val_performance: {'Multistep_Linear_fold1': [0.43564051389694214, 0.5040784478187561], 'Multistep_DNN_fold1': [0.38062214851379395, 0.45753851532936096], 'Multistep_LSTM_fold1': [0.35026565194129944, 0.43901729583740234], 'Multistep_Linear_fold2': [0.5927919149398804, 0.6130992770195007], 'Multistep_DNN_fold2': [0.13978473842144012, 0.29505833983421326], 'Multistep_LSTM_fold2': [0.1296749860048294, 0.28280141949653625], 'Multistep_Linear_fold3': [0.379326730966568, 0.5166518092155457], 'Multistep_DNN_fold3': [0.191244974732399, 0.33446767926216125], 'Multistep_LSTM_fold3': [0.16993559896945953, 0.32928210496902466], 'Multistep_Linear_fold4': [0.40322187542915344, 0.5306174159049988], 'Multistep_DNN_fold4': [0.156431183218956, 0.2705742120742798], 'Multistep_LSTM_fold4': [0.09417766332626343, 0.17939503490924835], 'Multistep_Linear_fold5': [0.7255415916442871, 0.6487746834754944], 'Multistep_DNN_fold5': [0.17275388538837433, 0.3637682795524597], 'Multistep_LSTM_fold5': [0.16945989429950714, 0.2841017246246338], 'Multistep_Linear_fold6': [2.2247517108917236, 1.2138671875], 'Multistep_DNN_fold6': [0.12821489572525024, 0.2935287058353424], 'Multistep_LSTM_fold6': [0.0612553171813488, 0.18837691843509674], 'Multistep_Linear_fold7': [0.258927583694458, 0.4335421025753021], 'Multistep_DNN_fold7': [0.04643094167113304, 0.17550557851791382], 'Multistep_LSTM_fold7': [0.013061665929853916, 0.09057630598545074]}performance: {'Multistep_Linear_fold1': [0.6396487951278687, 0.7582641243934631], 'Multistep_DNN_fold1': [0.6243365406990051, 0.7360659241676331], 'Multistep_LSTM_fold1': [0.3293324112892151, 0.48637670278549194], 'Multistep_Linear_fold2': [0.4921196401119232, 0.5681343674659729], 'Multistep_DNN_fold2': [0.05921706184744835, 0.19178400933742523], 'Multistep_LSTM_fold2': [0.0653894692659378, 0.1911877989768982], 'Multistep_Linear_fold3': [0.4840301275253296, 0.585925817489624], 'Multistep_DNN_fold3': [0.10648558288812637, 0.2732260525226593], 'Multistep_LSTM_fold3': [0.07731851190328598, 0.20000600814819336], 'Multistep_Linear_fold4': [0.18991462886333466, 0.3253985345363617], 'Multistep_DNN_fold4': [0.01970718987286091, 0.11072379350662231], 'Multistep_LSTM_fold4': [0.008035662584006786, 0.0636855810880661], 'Multistep_Linear_fold5': [0.2027662992477417, 0.3810712695121765], 'Multistep_DNN_fold5': [0.09233006834983826, 0.2462695837020874], 'Multistep_LSTM_fold5': [0.019119899719953537, 0.1109180673956871], 'Multistep_Linear_fold6': [1.4580055475234985, 0.9623202681541443], 'Multistep_DNN_fold6': [0.10153099149465561, 0.2575222849845886], 'Multistep_LSTM_fold6': [0.03552893176674843, 0.1497218906879425], 'Multistep_Linear_fold7': [1.0104998350143433, 0.8620625138282776], 'Multistep_DNN_fold7': [0.11222993582487106, 0.287748247385025], 'Multistep_LSTM_fold7': [0.011920781806111336, 0.08023703843355179]}    val_performance: {'Multistep_Linear_fold1': [0.44338634610176086, 0.4987623393535614], 'Multistep_DNN_fold1': [0.3355496823787689, 0.4482393264770508], 'Multistep_LSTM_fold1': [0.3954467475414276, 0.45928820967674255], 'Multistep_Linear_fold2': [0.605519711971283, 0.6125579476356506], 'Multistep_DNN_fold2': [0.08270521461963654, 0.21981847286224365], 'Multistep_LSTM_fold2': [0.07174329459667206, 0.20402194559574127], 'Multistep_Linear_fold3': [0.3787623941898346, 0.5137786865234375], 'Multistep_DNN_fold3': [0.1740144044160843, 0.31504708528518677], 'Multistep_LSTM_fold3': [0.17075574398040771, 0.3085595667362213], 'Multistep_Linear_fold4': [0.4011553227901459, 0.5286546945571899], 'Multistep_DNN_fold4': [0.14181622862815857, 0.2803560793399811], 'Multistep_LSTM_fold4': [0.12857110798358917, 0.1887996345758438], 'Multistep_Linear_fold5': [0.44956231117248535, 0.5614758729934692], 'Multistep_DNN_fold5': [0.13730743527412415, 0.31670814752578735], 'Multistep_LSTM_fold5': [0.14321734011173248, 0.25834959745407104], 'Multistep_Linear_fold6': [1.3573063611984253, 0.9268045425415039], 'Multistep_DNN_fold6': [0.2460729032754898, 0.4054374098777771], 'Multistep_LSTM_fold6': [0.06913214921951294, 0.20326228439807892], 'Multistep_Linear_fold7': [0.30166923999786377, 0.4719041883945465], 'Multistep_DNN_fold7': [0.03167030215263367, 0.13858754932880402], 'Multistep_LSTM_fold7': [0.020746449008584023, 0.10698968917131424]}