=== 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_m69_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_m69_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.97921    26 HTBathroomAWindowA
 0.946285   36 HTKitchenAWindowA
 0.891074   28 HTBedroomAWindowA
 0.873173   27 HTBathroomBTemperature
 0.862126   34 HTDoorF
 0.80172    41 HTRelayC
 0.755674   29 HTBedroomAWindowB
 0.724123   33 HTDoorE
 0.678249   30 HTDoorB
 0.654365   37 HTMainDoor
 0.635571   38 HTOfficeAWindowA
 0.609017   31 HTDoorC
 0.601985   40 HTRelayB
 0.598495   25 HTBathroomATemperature
 0.567619   32 HTDoorD
 0.540668   42 HTRelayD
 0.48814    39 HTRelayA
 0.468602   35 HTKitchenATemperature
 0.003757   12 ALevelUtility
 0.002384   50 WDWDoorF
 0.001695    8 ALevelMasterOffice
 0.000851   43 WDWBathroomAWindowA
 0.000533   47 WDWDoorC
 0.000322   17 HLabelEnter_Home
 0.00016    16 HLabelEat
 0.000107   13 HLabelBathe
 0          11 ALevelOtherOffice
 0          14 HLabelBed_Toilet_Transition
 0          15 HLabelCook
 0           7 ALevelMasterBedroom
 0           4 ALevelLivingroom
 0           3 ALevelKitchen
 0           9 ALevelOtherBathroom
 0           5 ALevelMainEntry
 0           6 ALevelMasterBathroom
 0           2 ALevelDiningroom
 0          10 ALevelOtherBedroom
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          48 WDWDoorD
 0          46 WDWDoorB
 0          49 WDWDoorE
 0          44 WDWBedroomAWindowA
 0          51 WDWKitchenAWindowA
 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: 26,36,28,27,34,41,29,33,30,37,38,31,40,25,32,42,39,35,12,50,8,43,47,17,16,13,11,14,15,7,4,3,9,5,6,2,10,53,18,48,46,49,44,51,45,52,19,21,20,22,24,23,1 : 53