=== 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_m42_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_m42_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.645793   30 HTDoorB
 0.616121   31 HTDoorC
 0.59472    35 HTKitchenATemperature
 0.588708   25 HTBathroomATemperature
 0.584833   33 HTDoorE
 0.579588   27 HTBathroomBTemperature
 0.563884   40 HTRelayB
 0.559488   42 HTRelayD
 0.551594   32 HTDoorD
 0.534165   39 HTRelayA
 0.514418   37 HTMainDoor
 0.513328   26 HTBathroomAWindowA
 0.459996   41 HTRelayC
 0.452282   34 HTDoorF
 0.446811   36 HTKitchenAWindowA
 0.446756   28 HTBedroomAWindowA
 0.334256   38 HTOfficeAWindowA
 0.313675   29 HTBedroomAWindowB
 0.001073   24 HLabelWork
 0.000897    8 ALevelMasterOffice
 0.000537   45 WDWBedroomAWindowB
 0.000429   18 HLabelLeave_Home
 0.000429   17 HLabelEnter_Home
 0.00016    15 HLabelCook
 0.000107   13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0           3 ALevelKitchen
 0           4 ALevelLivingroom
 0           9 ALevelOtherBathroom
 0          12 ALevelUtility
 0          11 ALevelOtherOffice
 0          16 HLabelEat
 0           2 ALevelDiningroom
 0           7 ALevelMasterBedroom
 0          10 ALevelOtherBedroom
 0           5 ALevelMainEntry
 0           6 ALevelMasterBathroom
 0          53 WDWOfficeAWindowA
 0          19 HLabelPersonal_Hygiene
 0          49 WDWDoorE
 0          48 WDWDoorD
 0          50 WDWDoorF
 0          46 WDWDoorB
 0          51 WDWKitchenAWindowA
 0          47 WDWDoorC
 0          44 WDWBedroomAWindowA
 0          20 HLabelRelax
 0          22 HLabelTake_Medicine
 0          21 HLabelSleep
 0          23 HLabelWash_Dishes
 0          43 WDWBathroomAWindowA
 0          52 WDWMainDoor
 0           1 ALevelAllHallway

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