=== 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_m71_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_m71_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 1.037951   25 HTBathroomATemperature
 0.975811   31 HTDoorC
 0.968322   35 HTKitchenATemperature
 0.894375   40 HTRelayB
 0.88093    32 HTDoorD
 0.880006   27 HTBathroomBTemperature
 0.869425   30 HTDoorB
 0.827679   39 HTRelayA
 0.804661   33 HTDoorE
 0.781194   42 HTRelayD
 0.74699    26 HTBathroomAWindowA
 0.734639   37 HTMainDoor
 0.650895   28 HTBedroomAWindowA
 0.631275   36 HTKitchenAWindowA
 0.609674   34 HTDoorF
 0.581534   41 HTRelayC
 0.344923   29 HTBedroomAWindowB
 0.341115   38 HTOfficeAWindowA
 0.008149   48 WDWDoorD
 0.003704   50 WDWDoorF
 0.00234     4 ALevelLivingroom
 0.000858   51 WDWKitchenAWindowA
 0.000851   43 WDWBathroomAWindowA
 0.000809    8 ALevelMasterOffice
 0.000429   17 HLabelEnter_Home
 0.00016    16 HLabelEat
 0           2 ALevelDiningroom
 0           3 ALevelKitchen
 0          13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0           6 ALevelMasterBathroom
 0          12 ALevelUtility
 0          11 ALevelOtherOffice
 0          10 ALevelOtherBedroom
 0           5 ALevelMainEntry
 0          15 HLabelCook
 0           9 ALevelOtherBathroom
 0           7 ALevelMasterBedroom
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          46 WDWDoorB
 0          45 WDWBedroomAWindowB
 0          47 WDWDoorC
 0          19 HLabelPersonal_Hygiene
 0          49 WDWDoorE
 0          44 WDWBedroomAWindowA
 0          52 WDWMainDoor
 0          24 HLabelWork
 0          23 HLabelWash_Dishes
 0          20 HLabelRelax
 0          21 HLabelSleep
 0          22 HLabelTake_Medicine
 0           1 ALevelAllHallway

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