=== Run information ===

Evaluator:    weka.attributeSelection.InfoGainAttributeEval 
Search:       weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
Relation:     PlacedQuestionMarkCleanedChemicalSHAtmo2-weka.filters.unsupervised.attribute.Remove-R1-2
Instances:    232
Attributes:   54
              ALevelAllHallway
              ALevelDiningroom
              ALevelKitchen
              ALevelLivingroom
              ALevelMainEntry
              ALevelMasterBathroom
              ALevelMasterBedroom
              ALevelMasterOffice
              ALevelOtherBathroom
              ALevelOtherBedroom
              ALevelOtherOffice
              ALevelUtility
              HLabelBathe
              HLabelBed_Toilet_Transition
              HLabelCook
              HLabelEat
              HLabelEnter_Home
              HLabelLeave_Home
              HLabelPersonal_Hygiene
              HLabelRelax
              HLabelSleep
              HLabelTake_Medicine
              HLabelWash_Dishes
              HLabelWork
              HTBathroomATemperature
              HTBathroomAWindowA
              HTBathroomBTemperature
              HTBedroomAWindowA
              HTBedroomAWindowB
              HTDoorB
              HTDoorC
              HTDoorD
              HTDoorE
              HTDoorF
              HTKitchenATemperature
              HTKitchenAWindowA
              HTMainDoor
              HTOfficeAWindowA
              HTRelayA
              HTRelayB
              HTRelayC
              HTRelayD
              WDWBathroomAWindowA
              WDWBedroomAWindowA
              WDWBedroomAWindowB
              WDWDoorB
              WDWDoorC
              WDWDoorD
              WDWDoorE
              WDWDoorF
              WDWKitchenAWindowA
              WDWMainDoor
              WDWOfficeAWindowA
              In_m105_ppb
Evaluation mode:    evaluate on all training data



=== Attribute Selection on all input data ===

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 54 In_m105_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.976336   25 HTBathroomATemperature
 0.91553    39 HTRelayA
 0.914415   40 HTRelayB
 0.865055   32 HTDoorD
 0.845877   42 HTRelayD
 0.843011   35 HTKitchenATemperature
 0.828552   31 HTDoorC
 0.815413   30 HTDoorB
 0.801562   27 HTBathroomBTemperature
 0.71305    37 HTMainDoor
 0.702643   33 HTDoorE
 0.620408   28 HTBedroomAWindowA
 0.608563   34 HTDoorF
 0.604638   26 HTBathroomAWindowA
 0.574189   36 HTKitchenAWindowA
 0.530197   41 HTRelayC
 0.337412   29 HTBedroomAWindowB
 0.333658   38 HTOfficeAWindowA
 0.007898   48 WDWDoorD
 0.000809    8 ALevelMasterOffice
 0.000322   17 HLabelEnter_Home
 0.000107   13 HLabelBathe
 0          12 ALevelUtility
 0          15 HLabelCook
 0          14 HLabelBed_Toilet_Transition
 0           2 ALevelDiningroom
 0          11 ALevelOtherOffice
 0           4 ALevelLivingroom
 0           3 ALevelKitchen
 0           7 ALevelMasterBedroom
 0           9 ALevelOtherBathroom
 0           6 ALevelMasterBathroom
 0          10 ALevelOtherBedroom
 0           5 ALevelMainEntry
 0          16 HLabelEat
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          44 WDWBedroomAWindowA
 0          46 WDWDoorB
 0          47 WDWDoorC
 0          49 WDWDoorE
 0          50 WDWDoorF
 0          51 WDWKitchenAWindowA
 0          45 WDWBedroomAWindowB
 0          43 WDWBathroomAWindowA
 0          19 HLabelPersonal_Hygiene
 0          52 WDWMainDoor
 0          20 HLabelRelax
 0          21 HLabelSleep
 0          22 HLabelTake_Medicine
 0          23 HLabelWash_Dishes
 0          24 HLabelWork
 0           1 ALevelAllHallway

Selected attributes: 25,39,40,32,42,35,31,30,27,37,33,28,34,26,36,41,29,38,48,8,17,13,12,15,14,2,11,4,3,7,9,6,10,5,16,53,18,44,46,47,49,50,51,45,43,19,52,20,21,22,23,24,1 : 53