=== 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_m73_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_m73_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 1.146764   25 HTBathroomATemperature
 1.020122   35 HTKitchenATemperature
 1.001907   30 HTDoorB
 0.961985   31 HTDoorC
 0.952885   40 HTRelayB
 0.949699   32 HTDoorD
 0.926034   39 HTRelayA
 0.907217   27 HTBathroomBTemperature
 0.898101   42 HTRelayD
 0.824826   33 HTDoorE
 0.798336   37 HTMainDoor
 0.763345   36 HTKitchenAWindowA
 0.753002   26 HTBathroomAWindowA
 0.72012    34 HTDoorF
 0.652745   41 HTRelayC
 0.604687   28 HTBedroomAWindowA
 0.419583   38 HTOfficeAWindowA
 0.327077   29 HTBedroomAWindowB
 0.000858   51 WDWKitchenAWindowA
 0.000644   43 WDWBathroomAWindowA
 0.000107   13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0          15 HLabelCook
 0          10 ALevelOtherBedroom
 0          11 ALevelOtherOffice
 0          12 ALevelUtility
 0           7 ALevelMasterBedroom
 0           3 ALevelKitchen
 0           9 ALevelOtherBathroom
 0           2 ALevelDiningroom
 0           6 ALevelMasterBathroom
 0           5 ALevelMainEntry
 0          17 HLabelEnter_Home
 0           4 ALevelLivingroom
 0           8 ALevelMasterOffice
 0          16 HLabelEat
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          19 HLabelPersonal_Hygiene
 0          46 WDWDoorB
 0          47 WDWDoorC
 0          48 WDWDoorD
 0          49 WDWDoorE
 0          50 WDWDoorF
 0          45 WDWBedroomAWindowB
 0          44 WDWBedroomAWindowA
 0          52 WDWMainDoor
 0          21 HLabelSleep
 0          20 HLabelRelax
 0          22 HLabelTake_Medicine
 0          24 HLabelWork
 0          23 HLabelWash_Dishes
 0           1 ALevelAllHallway

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