=== 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_m137_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_m137_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.650791   26 HTBathroomAWindowA
 0.581151   25 HTBathroomATemperature
 0.572238   34 HTDoorF
 0.552354   35 HTKitchenATemperature
 0.546154   27 HTBathroomBTemperature
 0.539266   30 HTDoorB
 0.536055   28 HTBedroomAWindowA
 0.519166   33 HTDoorE
 0.509931   37 HTMainDoor
 0.508187   36 HTKitchenAWindowA
 0.492558   40 HTRelayB
 0.450814   41 HTRelayC
 0.449018   31 HTDoorC
 0.417808   32 HTDoorD
 0.414416   42 HTRelayD
 0.348306   29 HTBedroomAWindowB
 0.343182   39 HTRelayA
 0.288068   38 HTOfficeAWindowA
 0.004427   50 WDWDoorF
 0.00241    12 ALevelUtility
 0.000958   51 WDWKitchenAWindowA
 0.000953   43 WDWBathroomAWindowA
 0.000809    8 ALevelMasterOffice
 0.000601   18 HLabelLeave_Home
 0.00016    16 HLabelEat
 0.000107   13 HLabelBathe
 0          10 ALevelOtherBedroom
 0          14 HLabelBed_Toilet_Transition
 0          11 ALevelOtherOffice
 0           3 ALevelKitchen
 0           9 ALevelOtherBathroom
 0           6 ALevelMasterBathroom
 0           5 ALevelMainEntry
 0           7 ALevelMasterBedroom
 0           4 ALevelLivingroom
 0           2 ALevelDiningroom
 0          15 HLabelCook
 0          53 WDWOfficeAWindowA
 0          17 HLabelEnter_Home
 0          47 WDWDoorC
 0          46 WDWDoorB
 0          48 WDWDoorD
 0          44 WDWBedroomAWindowA
 0          49 WDWDoorE
 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: 26,25,34,35,27,30,28,33,37,36,40,41,31,32,42,29,39,38,50,12,51,43,8,18,16,13,10,14,11,3,9,6,5,7,4,2,15,53,17,47,46,48,44,49,45,52,19,21,20,22,24,23,1 : 53