=== 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_m45_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_m45_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.925195   36 HTKitchenAWindowA
 0.911044   26 HTBathroomAWindowA
 0.895655   40 HTRelayB
 0.894579   27 HTBathroomBTemperature
 0.872946   33 HTDoorE
 0.872874   30 HTDoorB
 0.843164   37 HTMainDoor
 0.839743   25 HTBathroomATemperature
 0.837937   34 HTDoorF
 0.812785   31 HTDoorC
 0.764598   35 HTKitchenATemperature
 0.753911   39 HTRelayA
 0.751321   28 HTBedroomAWindowA
 0.722766   41 HTRelayC
 0.71897    42 HTRelayD
 0.706129   32 HTDoorD
 0.535516   38 HTOfficeAWindowA
 0.529569   29 HTBedroomAWindowB
 0.017336    7 ALevelMasterBedroom
 0.001866   52 WDWMainDoor
 0.000851   43 WDWBathroomAWindowA
 0.000537   51 WDWKitchenAWindowA
 0.000429   17 HLabelEnter_Home
 0.00016    16 HLabelEat
 0.00016    15 HLabelCook
 0.000107   13 HLabelBathe
 0           8 ALevelMasterOffice
 0          14 HLabelBed_Toilet_Transition
 0          11 ALevelOtherOffice
 0          12 ALevelUtility
 0          10 ALevelOtherBedroom
 0           3 ALevelKitchen
 0           9 ALevelOtherBathroom
 0           4 ALevelLivingroom
 0           6 ALevelMasterBathroom
 0           5 ALevelMainEntry
 0           2 ALevelDiningroom
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          48 WDWDoorD
 0          47 WDWDoorC
 0          49 WDWDoorE
 0          45 WDWBedroomAWindowB
 0          50 WDWDoorF
 0          46 WDWDoorB
 0          44 WDWBedroomAWindowA
 0          19 HLabelPersonal_Hygiene
 0          21 HLabelSleep
 0          20 HLabelRelax
 0          22 HLabelTake_Medicine
 0          24 HLabelWork
 0          23 HLabelWash_Dishes
 0           1 ALevelAllHallway

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