20 neuronas y 4 threads y 2 nucelos
TRANSCRIPT
20 neuronas y 4 threads y 2 nucelos
=== Run information ===
Scheme: weka.classifiers.functions.MLPRegressor -N 20 -R 0.01 -O 1.0E-6 -P 2 -E 4 -S 1
Relation: Entrenamiento y Validación-weka.filters.unsupervised.attribute.Remove-R1,20-weka.filters.unsupervised.attribute.Normalize-S1.0-T0.0-unset-class-temporarily
Instances: 33211
Attributes: 18
FRANJA
DIA
MES
FESTIVO
TEMP
ANONIMA1
ANONIMA2
ANONIMA3
ANONIMA4
ANONIMA5
ANONIMA6
ANONIMA7
ANONIMA8
ANONIMA9
ANONIMA10
ANONIMA11
ANONIMA12
ENERGIA
Test mode: 10-fold cross-validation
=== Classifier model (full training set) ===
MLPRegressor with ridge value 0.01 and 20 hidden units (useCGD=false)
Output unit weight for hidden unit 0: 1.190162408520877
Hidden unit weights:
-0.062167985816129125 FRANJA
0.621267339628375 DIA=M
-0.5638691889873644 DIA=X
-0.22704224829120812 DIA=J
0.024431315254677035 DIA=V
-0.9195774094060866 DIA=S
0.16598987083705644 DIA=D
1.0132428260318773 DIA=L
-0.9625969639196084 MES=Jan
-0.4636358630686698 MES=Feb
-0.2891906058142583 MES=Mar
-0.24040563833364728 MES=Apr
-0.018964509212156422 MES=May
-0.871705533799353 MES=Jun
-0.3061792607233425 MES=Jul
0.49856273474111695 MES=Aug
0.11382366933616257 MES=Sep
0.28855244858658036 MES=Oct
-0.5110404169126559 MES=Nov
2.6384910035348814 MES=Dec
-0.45751208981729385 FESTIVO=No
0.3108323096400473 TEMP
0.7402622821788637 ANONIMA1
-0.36289420014214985 ANONIMA2
-0.24262481068581115 ANONIMA3=L
0.47973714628221653 ANONIMA3=M
0.459596318824442 ANONIMA3=X
0.27136895754843804 ANONIMA3=J
0.3042923549394321 ANONIMA3=V
-0.4368918048663199 ANONIMA3=S
-0.9364076450628397 ANONIMA3=D
-0.23361670465339854 ANONIMA4=No
-0.31651600535008495 ANONIMA5
-1.254362377130728 ANONIMA6
-0.16951509696873607 ANONIMA7
1.1200024565492017 ANONIMA8
-0.22045763548094582 ANONIMA9=Si
-0.4108978311581374 ANONIMA10
1.2022194174901655 ANONIMA11
-0.3021390781012594 ANONIMA12
Hidden unit bias: 0.8596381368490148
Output unit weight for hidden unit 1: 1.22321106355674
Hidden unit weights:
9.2401653935479 FRANJA
0.7001928846899377 DIA=M
0.7552657541088457 DIA=X
0.6648022496402838 DIA=J
0.6936418721639677 DIA=V
0.2830954766993219 DIA=S
-4.23386390920406 DIA=D
1.0635431872474992 DIA=L
-0.06762496203336102 MES=Jan
0.06094069782602258 MES=Feb
0.18927506520678064 MES=Mar
0.08759829643859178 MES=Apr
0.08440868226978462 MES=May
0.029300981527106945 MES=Jun
-0.02068454495453201 MES=Jul
-0.069140042619386 MES=Aug
-0.03750348767425403 MES=Sep
-0.008190962048255052 MES=Oct
-0.029284749040398076 MES=Nov
-9.196435569328604E-4 MES=Dec
1.3039588235540218 FESTIVO=No
0.01550953238225648 TEMP
0.04953799789901787 ANONIMA1
-0.0761470965693513 ANONIMA2
-0.07481910193724062 ANONIMA3=L
-0.11986854905122439 ANONIMA3=M
-0.06156956424098718 ANONIMA3=X
0.13158166063942112 ANONIMA3=J
0.09414183878940088 ANONIMA3=V
-0.1829432991998169 ANONIMA3=S
-0.12406647653592774 ANONIMA3=D
0.0346553745179679 ANONIMA4=No
0.021389718134183267 ANONIMA5
-0.05415708016275913 ANONIMA6
0.15950530037164398 ANONIMA7
-0.23965110095014158 ANONIMA8
-0.5262304050339152 ANONIMA9=Si
-0.014553585947158814 ANONIMA10
-0.09127178112358222 ANONIMA11
0.06956161338037256 ANONIMA12
Hidden unit bias: 3.3389899863305117
Output unit weight for hidden unit 2: -1.2895794740860875
Hidden unit weights:
-1.2122786739193678 FRANJA
-0.14291059799868314 DIA=M
-0.35945145288982494 DIA=X
-0.3341048698592181 DIA=J
-0.363963099981561 DIA=V
-0.13874378666253223 DIA=S
1.044961135130637 DIA=D
0.3652473341316326 DIA=L
0.153795766389261 MES=Jan
0.03732833815531883 MES=Feb
0.018947105882043815 MES=Mar
0.13566029465140622 MES=Apr
0.12530038558212372 MES=May
-0.04963643048683657 MES=Jun
-0.0945146944197279 MES=Jul
-0.172050168929671 MES=Aug
-0.06974123722752404 MES=Sep
-0.08972616663679575 MES=Oct
0.02080219744949028 MES=Nov
0.07553139079094984 MES=Dec
-0.34587123991503554 FESTIVO=No
0.26017517565257203 TEMP
0.11959912434400899 ANONIMA1
0.1147589712018561 ANONIMA2
0.09333438433064367 ANONIMA3=L
-0.04672590940958987 ANONIMA3=M
0.10649602416678584 ANONIMA3=X
0.06024821650472303 ANONIMA3=J
0.001110202251043734 ANONIMA3=V
-0.16925944447608127 ANONIMA3=S
-0.04914316874599497 ANONIMA3=D
0.03713867231286941 ANONIMA4=No
-0.0045402234238815925 ANONIMA5
-0.25318215952507644 ANONIMA6
0.04113748915296593 ANONIMA7
-0.08394745177212799 ANONIMA8
-1.427732256139619 ANONIMA9=Si
-0.19120989330190807 ANONIMA10
-0.18525003437433085 ANONIMA11
-0.1112923001843141 ANONIMA12
Hidden unit bias: 1.8108463407043993
Output unit weight for hidden unit 3: -0.9403132009698757
Hidden unit weights:
-0.03031621781128466 FRANJA
-0.2612715800675271 DIA=M
0.015838494540416703 DIA=X
0.16560265594362714 DIA=J
0.48423213460419984 DIA=V
-0.7615511076370861 DIA=S
0.34842592214189416 DIA=D
-0.06343956555779919 DIA=L
0.16646587692972512 MES=Jan
0.061709882588464 MES=Feb
0.8101455478753691 MES=Mar
-0.40870770443369686 MES=Apr
-0.5600601628503786 MES=May
-0.7424496636766799 MES=Jun
-0.4956825986162056 MES=Jul
0.921954118331025 MES=Aug
-0.22461322299271336 MES=Sep
0.06775106024760033 MES=Oct
0.2159466016719687 MES=Nov
0.12741127677242928 MES=Dec
-1.2981197989647006 FESTIVO=No
-0.262919376428558 TEMP
0.1413005159153939 ANONIMA1
-0.0708318286996692 ANONIMA2
0.24892611322653319 ANONIMA3=L
0.13545973666763406 ANONIMA3=M
-0.11501166129659744 ANONIMA3=X
-0.05032402271161459 ANONIMA3=J
0.22922464047804356 ANONIMA3=V
-0.5985415471970738 ANONIMA3=S
0.05961618060564791 ANONIMA3=D
-0.48570594014912716 ANONIMA4=No
0.03834786193910753 ANONIMA5
-0.5024079630740544 ANONIMA6
0.1333377480963811 ANONIMA7
0.00292151606918189 ANONIMA8
-0.6373416163131712 ANONIMA9=Si
0.15505431029906316 ANONIMA10
-0.44122762102266344 ANONIMA11
0.15376143659245373 ANONIMA12
Hidden unit bias: 1.1920952489402417
Output unit weight for hidden unit 4: -0.6392356265671825
Hidden unit weights:
-5.437227496971349 FRANJA
-0.26880412894040767 DIA=M
1.028613147669538 DIA=X
0.47201453743536387 DIA=J
1.860269156341593 DIA=V
1.0578293376964505 DIA=S
-0.9228136675325983 DIA=D
-3.0373830194205658 DIA=L
-0.12831287609529368 MES=Jan
-0.17079510420645305 MES=Feb
-0.11745575190010017 MES=Mar
0.12164873132034544 MES=Apr
0.18341761880016993 MES=May
0.26390931558899083 MES=Jun
0.27187470615815706 MES=Jul
0.14037372162334436 MES=Aug
-0.057417699493196354 MES=Sep
-0.19267496205845486 MES=Oct
-0.28988299377683935 MES=Nov
-0.30985619355867794 MES=Dec
0.4424364545461421 FESTIVO=No
-0.04766958493532382 TEMP
-0.551145682901273 ANONIMA1
-0.12357855331186685 ANONIMA2
-0.5455701686623835 ANONIMA3=L
-0.9203175381166836 ANONIMA3=M
-0.5007880109459144 ANONIMA3=X
0.9469721116844273 ANONIMA3=J
0.4327563890171023 ANONIMA3=V
-0.013158168399451742 ANONIMA3=S
0.6183215157524152 ANONIMA3=D
-0.07497368282964853 ANONIMA4=No
-0.02093558843899146 ANONIMA5
0.0028107144438641774 ANONIMA6
-0.30656352793514596 ANONIMA7
0.10953260757914109 ANONIMA8
0.03721771153985741 ANONIMA9=Si
0.0035198657776664482 ANONIMA10
-0.02234808062399876 ANONIMA11
0.45273645166061227 ANONIMA12
Hidden unit bias: 2.3027443454147116
Output unit weight for hidden unit 5: -0.5973708590593536
Hidden unit weights:
5.1647339647861665 FRANJA
-0.24204659020860983 DIA=M
-1.4671456774003544 DIA=X
-0.6104583982603047 DIA=J
-1.8011379959835043 DIA=V
3.07808102984178 DIA=S
-1.3061460084018326 DIA=D
2.195662990429178 DIA=L
0.1634794335824506 MES=Jan
0.20593948994305727 MES=Feb
0.24510148511125004 MES=Mar
-0.012215620007548193 MES=Apr
-0.18615808118940247 MES=May
-0.35188351007735824 MES=Jun
-0.4320811206054432 MES=Jul
-0.1997490402412019 MES=Aug
-0.14756827899332517 MES=Sep
0.03934316098758665 MES=Oct
0.14627169055275502 MES=Nov
0.21750551813775906 MES=Dec
-0.570961049490605 FESTIVO=No
-0.1542889654978751 TEMP
0.2060685666386448 ANONIMA1
-0.05861664635429545 ANONIMA2
1.2223322979036075 ANONIMA3=L
1.3791459263375605 ANONIMA3=M
0.6836325284364424 ANONIMA3=X
-2.1175332861141043 ANONIMA3=J
0.032743717952825935 ANONIMA3=V
-0.7363570104004329 ANONIMA3=S
-0.4684850539678838 ANONIMA3=D
-0.6734752372959678 ANONIMA4=No
0.0265745424032784 ANONIMA5
-0.0037985808381025238 ANONIMA6
0.12598901140602944 ANONIMA7
-0.082817960577458 ANONIMA8
-1.7139312099061434 ANONIMA9=Si
0.28830341089762584 ANONIMA10
0.03169082088006222 ANONIMA11
-0.11936699066619688 ANONIMA12
Hidden unit bias: -2.7941016316618312
Output unit weight for hidden unit 6: -0.7109753277472203
Hidden unit weights:
0.2728166310989765 FRANJA
-0.015206550923252082 DIA=M
-0.7329458792245921 DIA=X
0.001632671717051136 DIA=J
0.6325912668160151 DIA=V
-0.8136891236518892 DIA=S
-0.5636216444453568 DIA=D
1.5357011726678214 DIA=L
0.07642986289778042 MES=Jan
-0.8091463307792806 MES=Feb
0.06652974862117059 MES=Mar
-0.6711004049110144 MES=Apr
0.1639106294817668 MES=May
0.722199120964042 MES=Jun
1.465676689268024 MES=Jul
-0.03985413728965331 MES=Aug
-0.8951507554825402 MES=Sep
-0.8541544106583384 MES=Oct
0.30431591821796855 MES=Nov
0.4441737887335937 MES=Dec
-1.3175745820941116 FESTIVO=No
0.8865813688714088 TEMP
0.24020616735831368 ANONIMA1
-0.5225326976417779 ANONIMA2
0.17036478745603217 ANONIMA3=L
0.6604399805666297 ANONIMA3=M
0.0911048193609223 ANONIMA3=X
-0.7576828765460553 ANONIMA3=J
0.8616671652014941 ANONIMA3=V
0.4024620889530402 ANONIMA3=S
-1.1883396300057933 ANONIMA3=D
-0.06462767602183378 ANONIMA4=No
-0.23698418281342992 ANONIMA5
0.24554983262688787 ANONIMA6
0.3326346976838421 ANONIMA7
0.8320080001455917 ANONIMA8
-1.7463163704263143 ANONIMA9=Si
0.21947493370759125 ANONIMA10
-0.8158284502749803 ANONIMA11
0.04846609070185606 ANONIMA12
Hidden unit bias: 2.035311010464724
Output unit weight for hidden unit 7: 1.0866357987908364
Hidden unit weights:
-0.20966683610836592 FRANJA
-1.0314968962483908 DIA=M
0.16879728857521026 DIA=X
-0.3631955625369038 DIA=J
-0.592126506218402 DIA=V
-0.14368787664016755 DIA=S
1.2578632537266816 DIA=D
0.7436285817986158 DIA=L
0.32316766768805577 MES=Jan
-0.9780626561770338 MES=Feb
0.0989402139265116 MES=Mar
0.5757572865912366 MES=Apr
0.051472778276130664 MES=May
-0.49157722576475454 MES=Jun
-0.15959572551750764 MES=Jul
0.5359599383072017 MES=Aug
-0.6753497426227586 MES=Sep
-0.45748984015727434 MES=Oct
0.5833167294495275 MES=Nov
0.5873694151096343 MES=Dec
-0.07847961812803514 FESTIVO=No
-0.254986397074272 TEMP
0.45347161507134676 ANONIMA1
-0.4788182497524658 ANONIMA2
0.6126146997216424 ANONIMA3=L
-0.3747872076609638 ANONIMA3=M
0.1480161825849479 ANONIMA3=X
0.5426076968531154 ANONIMA3=J
-0.9557043264082151 ANONIMA3=V
-0.45834618940581484 ANONIMA3=S
0.28772381856413315 ANONIMA3=D
0.02026617194818218 ANONIMA4=No
-0.15835255400388648 ANONIMA5
-0.739252795834396 ANONIMA6
-0.3207363411189763 ANONIMA7
0.6235474383502928 ANONIMA8
-1.0058080199421904 ANONIMA9=Si
-0.3099388022393345 ANONIMA10
1.1218140103486318 ANONIMA11
-1.0268930253914181 ANONIMA12
Hidden unit bias: -0.22991350730578897
Output unit weight for hidden unit 8: -1.3460895416786018
Hidden unit weights:
0.1050035693529265 FRANJA
0.2726136734497105 DIA=M
0.33178466129219697 DIA=X
0.2703023839315768 DIA=J
0.08475650427307362 DIA=V
-0.08176511584847895 DIA=S
-0.5562353657437463 DIA=D
-0.41761576806172257 DIA=L
-1.1455379085037216 MES=Jan
-1.060683764908537 MES=Feb
-1.0943687456301547 MES=Mar
0.904513118764574 MES=Apr
1.8207768306278713 MES=May
-0.6532798033344497 MES=Jun
-0.5511189195711639 MES=Jul
0.07678653632186173 MES=Aug
-0.3769769523450639 MES=Sep
1.1028926269518675 MES=Oct
0.359206607138291 MES=Nov
0.7151972288478465 MES=Dec
-0.9576544249526474 FESTIVO=No
9.005608479167388E-4 TEMP
0.6504400372405224 ANONIMA1
-0.02406428528147205 ANONIMA2
-0.10434705377415798 ANONIMA3=L
-0.2529513424617504 ANONIMA3=M
-0.042100624653736984 ANONIMA3=X
-0.17385223664010127 ANONIMA3=J
0.19828053449003777 ANONIMA3=V
0.04828021069728741 ANONIMA3=S
0.02835349222554402 ANONIMA3=D
-0.14514701047985223 ANONIMA4=No
-0.09197745576503462 ANONIMA5
-0.060927268266323324 ANONIMA6
-0.100816446415938 ANONIMA7
0.9037145862503623 ANONIMA8
0.48665132988825377 ANONIMA9=Si
-0.14324278085639433 ANONIMA10
0.03872203126761356 ANONIMA11
-0.3676992349344518 ANONIMA12
Hidden unit bias: -0.43362205748506444
Output unit weight for hidden unit 9: 0.634646770799847
Hidden unit weights:
-0.4284955050671224 FRANJA
-0.5920114188216197 DIA=M
0.6285948106308162 DIA=X
-0.4658316900083091 DIA=J
0.36531337869774894 DIA=V
-1.4284884926886765 DIA=S
0.23135769804455203 DIA=D
0.9480758908551811 DIA=L
0.10190859720105602 MES=Jan
0.3593850083970676 MES=Feb
0.3497156727220064 MES=Mar
0.12825838504961143 MES=Apr
0.16664165570813105 MES=May
0.238144912421555 MES=Jun
-0.04166834599159805 MES=Jul
-0.24885494466495042 MES=Aug
-0.6707202900367416 MES=Sep
0.8487214271258633 MES=Oct
-1.4520036868874548 MES=Nov
-0.16123599596605284 MES=Dec
-0.8315946167795716 FESTIVO=No
0.2625707234671213 TEMP
-1.0037779704483154 ANONIMA1
0.610106719853023 ANONIMA2
-0.12920929776623835 ANONIMA3=L
0.016448742637378718 ANONIMA3=M
-0.1301943643757334 ANONIMA3=X
0.7176684572296186 ANONIMA3=J
0.02093774639998515 ANONIMA3=V
-0.6882613939673452 ANONIMA3=S
0.2797753956071371 ANONIMA3=D
0.13192819363118563 ANONIMA4=No
0.19650858551020325 ANONIMA5
-0.45627699165169383 ANONIMA6
-0.6006975171073405 ANONIMA7
0.3835912691385638 ANONIMA8
-1.7145392079993411 ANONIMA9=Si
0.7551201386128424 ANONIMA10
0.7411897336400307 ANONIMA11
-0.2831849187156131 ANONIMA12
Hidden unit bias: -1.1334041581333532
Output unit weight for hidden unit 10: 0.7158846591109678
Hidden unit weights:
-0.2956635474341037 FRANJA
-0.9445065614244166 DIA=M
-0.7266779384093387 DIA=X
-0.2676194728357289 DIA=J
0.04690499194498518 DIA=V
1.5316002266877338 DIA=S
0.7440733003482621 DIA=D
-0.4768988155736461 DIA=L
-0.9762722845066332 MES=Jan
1.1327209673626786 MES=Feb
0.7132853752803199 MES=Mar
-0.9963758304592739 MES=Apr
-1.4087648271852566 MES=May
0.9755094726725331 MES=Jun
-0.9899611389253098 MES=Jul
0.11872394822477852 MES=Aug
-1.7864989684349428 MES=Sep
0.9865559990455662 MES=Oct
0.8229632113511424 MES=Nov
1.0670066434111785 MES=Dec
0.40633646740937945 FESTIVO=No
0.7067593399875169 TEMP
0.08128254492955876 ANONIMA1
0.907945013495536 ANONIMA2
0.8148713989732453 ANONIMA3=L
0.12940390020931083 ANONIMA3=M
-0.0303485999387389 ANONIMA3=X
-0.7709668112156495 ANONIMA3=J
0.1533319493152521 ANONIMA3=V
-0.5470677177813655 ANONIMA3=S
-0.14171525543572272 ANONIMA3=D
-0.3936003959580662 ANONIMA4=No
-0.31071249267886664 ANONIMA5
0.37234155904838484 ANONIMA6
1.0135687976274148 ANONIMA7
-1.4470787553843556 ANONIMA8
-0.5204950806327121 ANONIMA9=Si
-0.7158850238967239 ANONIMA10
0.7250655863073218 ANONIMA11
0.4522133458180433 ANONIMA12
Hidden unit bias: -2.6890908028225615
Output unit weight for hidden unit 11: -1.1308583585495033
Hidden unit weights:
-0.036891499222581565 FRANJA
-0.5238924562853658 DIA=M
1.026082441336645 DIA=X
0.9993259299271857 DIA=J
1.0581161482280026 DIA=V
-1.025874366355978 DIA=S
-0.8941590411568952 DIA=D
-0.6245441763918672 DIA=L
0.06458491878952999 MES=Jan
-0.015201485021077458 MES=Feb
0.0784554583660327 MES=Mar
0.4088858794820706 MES=Apr
0.0726120293825764 MES=May
-0.4903630379493037 MES=Jun
0.020711302943492157 MES=Jul
0.7310624009997633 MES=Aug
0.2031099350262536 MES=Sep
0.14442670057862753 MES=Oct
-0.2889806040884635 MES=Nov
-0.48773255358607853 MES=Dec
-0.10736590547694508 FESTIVO=No
-0.2591680678819142 TEMP
-0.4275769722235799 ANONIMA1
0.34372953673725937 ANONIMA2
0.9910333058454394 ANONIMA3=L
-0.6530127080106076 ANONIMA3=M
-0.6019179767187803 ANONIMA3=X
-0.2581493132598274 ANONIMA3=J
0.9328433986417799 ANONIMA3=V
0.42670291723108106 ANONIMA3=S
-0.38760349382295867 ANONIMA3=D
-0.5608163431853795 ANONIMA4=No
-0.20560059176019363 ANONIMA5
-1.2812556999231597 ANONIMA6
-0.4893211085504552 ANONIMA7
0.9335283820930906 ANONIMA8
0.8894797475857952 ANONIMA9=Si
-0.0660153225639066 ANONIMA10
1.3228047026902594 ANONIMA11
-0.23521996452509533 ANONIMA12
Hidden unit bias: -0.19383637922004052
Output unit weight for hidden unit 12: -0.3292929443039536
Hidden unit weights:
0.2615797353657117 FRANJA
0.747444477174012 DIA=M
-0.0516865315792827 DIA=X
-0.48591316024408 DIA=J
-0.6119640329893995 DIA=V
0.08127370698482801 DIA=S
-1.0781078380322657 DIA=D
1.4496863863217493 DIA=L
-1.7551981086226682 MES=Jan
0.04087692979587424 MES=Feb
1.5448379475285918 MES=Mar
0.061972154579509456 MES=Apr
-0.5876077403975274 MES=May
0.36784546263788903 MES=Jun
1.1169167341928345 MES=Jul
0.8645694981230247 MES=Aug
0.7004990769288606 MES=Sep
-0.6705547968614219 MES=Oct
-1.2758528012527819 MES=Nov
-0.34659143474367854 MES=Dec
1.1477967900043309 FESTIVO=No
0.4002627015773457 TEMP
-0.4312777644675374 ANONIMA1
0.04790245081835524 ANONIMA2
-1.7404852337922678 ANONIMA3=L
-0.45240434420312575 ANONIMA3=M
-0.039653222425425634 ANONIMA3=X
0.32119109419448155 ANONIMA3=J
1.2018290364048636 ANONIMA3=V
0.18384003251477124 ANONIMA3=S
0.9153754845669976 ANONIMA3=D
-4.9626222599169125 ANONIMA4=No
-1.047767403360359 ANONIMA5
-0.15010362765772253 ANONIMA6
-1.4406602194576985 ANONIMA7
0.9081516500985265 ANONIMA8
-0.004515310357846092 ANONIMA9=Si
1.8544231810632448 ANONIMA10
0.04104709774328357 ANONIMA11
3.5855640442828642 ANONIMA12
Hidden unit bias: 0.67391839825757
Output unit weight for hidden unit 13: -1.4426203863031393
Hidden unit weights:
0.20328671230770712 FRANJA
0.028851791302018467 DIA=M
-0.25466833268921235 DIA=X
0.5881933352278845 DIA=J
0.8770068752707093 DIA=V
-0.8664985451799488 DIA=S
-0.11021346810962572 DIA=D
-0.21404732963852424 DIA=L
0.480508587005696 MES=Jan
-0.16284943071411595 MES=Feb
0.5611521009013766 MES=Mar
-0.10911790025012721 MES=Apr
0.21042266584143005 MES=May
-0.7095372677990315 MES=Jun
-0.2541114337286454 MES=Jul
0.30738720909170986 MES=Aug
0.10923692956041905 MES=Sep
-0.470698160438945 MES=Oct
-0.0783620443853201 MES=Nov
-0.07713062058068186 MES=Dec
1.3780621801196258 FESTIVO=No
0.20890271840094857 TEMP
0.5125233210490167 ANONIMA1
0.23074429861956572 ANONIMA2
0.3139311375920889 ANONIMA3=L
0.27002034451744933 ANONIMA3=M
-0.1817617217227129 ANONIMA3=X
-0.7247360100978972 ANONIMA3=J
0.21921910860617574 ANONIMA3=V
0.25296644206081026 ANONIMA3=S
-0.15981136780575406 ANONIMA3=D
-0.21003922289048232 ANONIMA4=No
0.2116899274270395 ANONIMA5
-0.37954575736277896 ANONIMA6
0.3481177066128088 ANONIMA7
-0.1458117973767662 ANONIMA8
-0.17205291679137807 ANONIMA9=Si
-0.345321375335961 ANONIMA10
-0.09249301273831413 ANONIMA11
0.5855602694969837 ANONIMA12
Hidden unit bias: 1.5564646152040447
Output unit weight for hidden unit 14: 3.0920708256661547
Hidden unit weights:
-0.209413728829674 FRANJA
-0.23468144345425623 DIA=M
-0.09755667159980436 DIA=X
0.11010744108476386 DIA=J
0.248837945174052 DIA=V
-0.0616258181103835 DIA=S
0.06141894591674101 DIA=D
0.15400291036960664 DIA=L
0.01328801296813061 MES=Jan
-0.13161247230853823 MES=Feb
-0.01658206357372471 MES=Mar
0.1420211075643367 MES=Apr
0.1682023584941647 MES=May
-0.24510991157505535 MES=Jun
0.08524218760483382 MES=Jul
0.1503503817757916 MES=Aug
0.05999472693676334 MES=Sep
-0.16859954071797142 MES=Oct
-0.12956486622743094 MES=Nov
-0.09617103869937907 MES=Dec
-0.09315279346747622 FESTIVO=No
0.04862000729153472 TEMP
-0.08177691455972573 ANONIMA1
0.13353132840011664 ANONIMA2
0.14731562331859568 ANONIMA3=L
0.026014455554141665 ANONIMA3=M
-0.15167479937568298 ANONIMA3=X
-0.4357354877970856 ANONIMA3=J
0.30562238486847626 ANONIMA3=V
0.0013167782920814818 ANONIMA3=S
-0.07158966425497233 ANONIMA3=D
-0.2031727673109882 ANONIMA4=No
-0.0627169153133862 ANONIMA5
0.28372513303625885 ANONIMA6
0.12492761092193438 ANONIMA7
0.03363867876647435 ANONIMA8
-0.4433084648955942 ANONIMA9=Si
0.007337363803282854 ANONIMA10
0.38853448025631016 ANONIMA11
0.3629044682078527 ANONIMA12
Hidden unit bias: -0.630411436375134
Output unit weight for hidden unit 15: -0.5221347355771035
Hidden unit weights:
-0.06315829833823215 FRANJA
-2.666391022202709 DIA=M
1.9425003159494567 DIA=X
0.8260747384892231 DIA=J
-1.001280316757046 DIA=V
-0.18317537530595432 DIA=S
1.6420068219710513 DIA=D
-0.4028473967176074 DIA=L
-1.4295031125155213 MES=Jan
-0.740780292668356 MES=Feb
-0.1675433344208132 MES=Mar
-0.031638772615789804 MES=Apr
-0.27977871999827625 MES=May
-0.6244310806773874 MES=Jun
0.1220563520817942 MES=Jul
1.4472185595387563 MES=Aug
-0.19940809797239503 MES=Sep
-0.5002810255099184 MES=Oct
-0.6722333664676688 MES=Nov
2.966108372742246 MES=Dec
-1.499747202872209 FESTIVO=No
-0.27572063043192346 TEMP
0.6813805381791285 ANONIMA1
-0.641510372995762 ANONIMA2
-1.917262238073273 ANONIMA3=L
-0.5568296160062354 ANONIMA3=M
1.2679710763597611 ANONIMA3=X
1.1368671595188542 ANONIMA3=J
-0.22584645962975491 ANONIMA3=V
-0.8549133962410612 ANONIMA3=S
1.0356054818078446 ANONIMA3=D
-0.6692172041282781 ANONIMA4=No
-0.41081331264176013 ANONIMA5
0.8433378489616936 ANONIMA6
-0.5627514844682401 ANONIMA7
0.9402102998470556 ANONIMA8
-1.2292842725783044 ANONIMA9=Si
-0.32107695974188544 ANONIMA10
-0.2736028114780237 ANONIMA11
-0.23123948213091997 ANONIMA12
Hidden unit bias: -0.10168283361553801
Output unit weight for hidden unit 16: -1.9760441910180269
Hidden unit weights:
0.38186895218634004 FRANJA
-0.5781515102673843 DIA=M
-0.4173199145437699 DIA=X
-0.3517673081129353 DIA=J
0.11753406629688658 DIA=V
0.11583174034217826 DIA=S
0.8012729509580704 DIA=D
0.7703146424423934 DIA=L
-0.2562661563097882 MES=Jan
0.05830609494102492 MES=Feb
-0.0370269012791141 MES=Mar
-0.15468530189577803 MES=Apr
-0.1638580925441504 MES=May
0.12395730022253224 MES=Jun
0.136318736463337 MES=Jul
-0.06732098143716785 MES=Aug
0.12185813379786108 MES=Sep
-0.011210534955804069 MES=Oct
-0.15177761673854762 MES=Nov
0.22981330413195852 MES=Dec
0.5436066529338214 FESTIVO=No
0.1336883019751314 TEMP
-0.038802266770408926 ANONIMA1
0.03274971641273451 ANONIMA2
0.3032106901989204 ANONIMA3=L
0.20061283881069442 ANONIMA3=M
-0.15536447650210528 ANONIMA3=X
-0.36760872372573805 ANONIMA3=J
-0.15058611645390985 ANONIMA3=V
-0.18208051021882285 ANONIMA3=S
0.32602783799593943 ANONIMA3=D
0.28345093920198894 ANONIMA4=No
-0.10328485137237466 ANONIMA5
0.260581974566194 ANONIMA6
0.30779542767491885 ANONIMA7
-0.14901744637490494 ANONIMA8
-0.5015878321061111 ANONIMA9=Si
-0.09650633236196393 ANONIMA10
-0.25906542332159943 ANONIMA11
0.04164841292379308 ANONIMA12
Hidden unit bias: -0.5457094710236925
Output unit weight for hidden unit 17: 1.0380626856359019
Hidden unit weights:
-5.818578846498558 FRANJA
-1.0352786065556903 DIA=M
-0.6086029068118716 DIA=X
-0.45286241024358626 DIA=J
-0.35936026816079636 DIA=V
-1.8751997590768426 DIA=S
1.5610941792135078 DIA=D
2.237618892463097 DIA=L
0.2449882307592472 MES=Jan
0.05388235265179101 MES=Feb
-0.05952158638908615 MES=Mar
-0.06443241653650364 MES=Apr
-0.031258936768351474 MES=May
0.0082752668424548 MES=Jun
-0.06727361214937792 MES=Jul
0.07939486665310258 MES=Aug
-0.0037027014706602504 MES=Sep
0.033360319057213136 MES=Oct
0.21997119318981095 MES=Nov
0.09339281969540388 MES=Dec
-0.2628362060588203 FESTIVO=No
-0.12452606148718799 TEMP
0.16508026582066504 ANONIMA1
-0.08601829812845473 ANONIMA2
0.10759568369616325 ANONIMA3=L
-0.2164220904076811 ANONIMA3=M
-0.33841636236778827 ANONIMA3=X
-0.9478978912330821 ANONIMA3=J
1.150325613622416 ANONIMA3=V
0.447019231391717 ANONIMA3=S
0.10442593662847724 ANONIMA3=D
-0.23223412979608551 ANONIMA4=No
-0.03162501184478113 ANONIMA5
-0.06879874277169629 ANONIMA6
-0.09757381873271988 ANONIMA7
0.22543995246267057 ANONIMA8
1.6656902221343082 ANONIMA9=Si
0.14251510795738206 ANONIMA10
-0.42667971943287925 ANONIMA11
-0.302237407830732 ANONIMA12
Hidden unit bias: -1.0044849174470485
Output unit weight for hidden unit 18: -0.5823525132809001
Hidden unit weights:
0.055241216040308176 FRANJA
-0.5228568763778284 DIA=M
0.1078411114088186 DIA=X
-1.6601342859464168 DIA=J
-1.8763065937512384 DIA=V
2.376803532931137 DIA=S
-0.5982949368965144 DIA=D
1.6486182848323774 DIA=L
-0.08953954592653587 MES=Jan
0.571185723550117 MES=Feb
-0.6023491501524595 MES=Mar
1.2997969173140502 MES=Apr
0.4903517635350083 MES=May
0.38418515325026914 MES=Jun
0.7828083654019924 MES=Jul
-0.8594391255204373 MES=Aug
-0.729427801396137 MES=Sep
-0.46972510351293456 MES=Oct
-0.6760575498179247 MES=Nov
0.028035616878340025 MES=Dec
-3.8308382563311496 FESTIVO=No
-0.8934810920524291 TEMP
-3.4440734200096994 ANONIMA1
-0.587238166253018 ANONIMA2
-1.490720070492441 ANONIMA3=L
-0.3171306634290161 ANONIMA3=M
0.7460097504544255 ANONIMA3=X
1.0299886975519752 ANONIMA3=J
-0.09494959362780718 ANONIMA3=V
0.014175602263257212 ANONIMA3=S
0.08927884855207549 ANONIMA3=D
0.7478959000531625 ANONIMA4=No
-0.9620408614747943 ANONIMA5
0.9197426876854289 ANONIMA6
-0.965133892632909 ANONIMA7
-0.91540134546024 ANONIMA8
-1.485462078968182 ANONIMA9=Si
2.0036871082147374 ANONIMA10
-0.3292174972855485 ANONIMA11
1.0822002575931449 ANONIMA12
Hidden unit bias: -2.6365744577094072
Output unit weight for hidden unit 19: 0.5579918673466722
Hidden unit weights:
3.9672688740440134 FRANJA
0.10010685242721974 DIA=M
-0.2642165936826125 DIA=X
0.053843767921955395 DIA=J
0.15929214687956322 DIA=V
-2.2610224530175014 DIA=S
1.7615107224495636 DIA=D
0.49217535130550627 DIA=L
-0.03839667841053673 MES=Jan
0.13144080357747578 MES=Feb
-0.07188813849931294 MES=Mar
0.10504661624489821 MES=Apr
-0.0615856608757702 MES=May
0.21574004118909573 MES=Jun
0.36277340002250397 MES=Jul
-0.23128033635536735 MES=Aug
-0.024126837852358068 MES=Sep
-0.1631950054272973 MES=Oct
-0.45373142454175197 MES=Nov
-0.025309681554847356 MES=Dec
3.4211047963293253 FESTIVO=No
-0.10100403109172762 TEMP
-1.0032632141394138 ANONIMA1
-0.06091050129081862 ANONIMA2
0.35422054698675354 ANONIMA3=L
0.8212723096173021 ANONIMA3=M
0.48355242116635144 ANONIMA3=X
0.6751395046400285 ANONIMA3=J
-2.1710438564142907 ANONIMA3=V
-0.6901532705920786 ANONIMA3=S
1.0338176497499116 ANONIMA3=D
0.4180945542394692 ANONIMA4=No
-0.019560924077760233 ANONIMA5
-0.16167953289919448 ANONIMA6
-0.6314002739914787 ANONIMA7
0.03000877287326572 ANONIMA8
-1.0479271124371956 ANONIMA9=Si
0.11620445185277319 ANONIMA10
0.1848124372979781 ANONIMA11
0.9627678868690948 ANONIMA12
Hidden unit bias: -1.8966327527941607
Output unit bias: 1.8035902080428665
Time taken to build model: 904.86 seconds
=== Cross-validation ===
=== Summary ===
Correlation coefficient 0.9797
Mean absolute error 0.0171
Root mean squared error 0.024
Relative absolute error 17.5284 %
Root relative squared error 20.0698 %
Total Number of Instances 33043
Ignored Class Unknown Instances 168