=== 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_m93_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_m93_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.925677   25 HTBathroomATemperature
 0.920059   31 HTDoorC
 0.876268   35 HTKitchenATemperature
 0.874427   32 HTDoorD
 0.861318   40 HTRelayB
 0.825213   39 HTRelayA
 0.798349   42 HTRelayD
 0.776545   30 HTDoorB
 0.760812   27 HTBathroomBTemperature
 0.70302    37 HTMainDoor
 0.68194    33 HTDoorE
 0.648928   26 HTBathroomAWindowA
 0.632971   36 HTKitchenAWindowA
 0.598539   28 HTBedroomAWindowA
 0.563976   41 HTRelayC
 0.531      34 HTDoorF
 0.373065   29 HTBedroomAWindowB
 0.3519     38 HTOfficeAWindowA
 0.007448   48 WDWDoorD
 0.001488    8 ALevelMasterOffice
 0.000851   43 WDWBathroomAWindowA
 0.000537   51 WDWKitchenAWindowA
 0.000429   17 HLabelEnter_Home
 0          14 HLabelBed_Toilet_Transition
 0          15 HLabelCook
 0          11 ALevelOtherOffice
 0          10 ALevelOtherBedroom
 0          12 ALevelUtility
 0          13 HLabelBathe
 0           7 ALevelMasterBedroom
 0           9 ALevelOtherBathroom
 0           5 ALevelMainEntry
 0           6 ALevelMasterBathroom
 0           4 ALevelLivingroom
 0           3 ALevelKitchen
 0          16 HLabelEat
 0           2 ALevelDiningroom
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          47 WDWDoorC
 0          46 WDWDoorB
 0          49 WDWDoorE
 0          44 WDWBedroomAWindowA
 0          50 WDWDoorF
 0          45 WDWBedroomAWindowB
 0          52 WDWMainDoor
 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: 25,31,35,32,40,39,42,30,27,37,33,26,36,28,41,34,29,38,48,8,43,51,17,14,15,11,10,12,13,7,9,5,6,4,3,16,2,53,18,47,46,49,44,50,45,52,19,21,20,22,24,23,1 : 53