=== 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_m81_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_m81_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.815695   25 HTBathroomATemperature
 0.748955   26 HTBathroomAWindowA
 0.676364   35 HTKitchenATemperature
 0.674408   33 HTDoorE
 0.663874   31 HTDoorC
 0.632012   27 HTBathroomBTemperature
 0.628295   30 HTDoorB
 0.612904   28 HTBedroomAWindowA
 0.603623   34 HTDoorF
 0.581683   36 HTKitchenAWindowA
 0.580216   32 HTDoorD
 0.565135   39 HTRelayA
 0.521507   37 HTMainDoor
 0.509229   41 HTRelayC
 0.50222    42 HTRelayD
 0.479936   40 HTRelayB
 0.460783   29 HTBedroomAWindowB
 0.330506   38 HTOfficeAWindowA
 0.003041   50 WDWDoorF
 0.001073    8 ALevelMasterOffice
 0.000537   45 WDWBedroomAWindowB
 0.000499   18 HLabelLeave_Home
 0.000322   17 HLabelEnter_Home
 0.00016    16 HLabelEat
 0.000107   13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0           3 ALevelKitchen
 0          12 ALevelUtility
 0           7 ALevelMasterBedroom
 0          15 HLabelCook
 0          11 ALevelOtherOffice
 0           6 ALevelMasterBathroom
 0          10 ALevelOtherBedroom
 0           4 ALevelLivingroom
 0           9 ALevelOtherBathroom
 0           2 ALevelDiningroom
 0           5 ALevelMainEntry
 0          53 WDWOfficeAWindowA
 0          19 HLabelPersonal_Hygiene
 0          48 WDWDoorD
 0          47 WDWDoorC
 0          49 WDWDoorE
 0          44 WDWBedroomAWindowA
 0          51 WDWKitchenAWindowA
 0          46 WDWDoorB
 0          43 WDWBathroomAWindowA
 0          20 HLabelRelax
 0          22 HLabelTake_Medicine
 0          21 HLabelSleep
 0          23 HLabelWash_Dishes
 0          52 WDWMainDoor
 0          24 HLabelWork
 0           1 ALevelAllHallway

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