=== 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:    396
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_CO2_ppm
Evaluation mode:    evaluate on all training data



=== Attribute Selection on all input data ===

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 54 In_CO2_ppm):
	Information Gain Ranking Filter

Ranked attributes:
 0.6931547   26 HTBathroomAWindowA
 0.6553737   41 HTRelayC
 0.646741    37 HTMainDoor
 0.6455998   28 HTBedroomAWindowA
 0.6428505   36 HTKitchenAWindowA
 0.5986429   38 HTOfficeAWindowA
 0.5948941   33 HTDoorE
 0.5678878   30 HTDoorB
 0.5256496   25 HTBathroomATemperature
 0.5197305   39 HTRelayA
 0.5147238   40 HTRelayB
 0.4924832   42 HTRelayD
 0.4857091   31 HTDoorC
 0.4694506   35 HTKitchenATemperature
 0.4507881   32 HTDoorD
 0.3061517   27 HTBathroomBTemperature
 0.2849625   34 HTDoorF
 0.2823895   29 HTBedroomAWindowB
 0.0058007   11 ALevelOtherOffice
 0.0006475   47 WDWDoorC
 0.0006449   43 WDWBathroomAWindowA
 0.0003433   23 HLabelWash_Dishes
 0.0001833   13 HLabelBathe
 0.0001104   49 WDWDoorE
 0.0000736   22 HLabelTake_Medicine
 0.0000551    9 ALevelOtherBathroom
 0           10 ALevelOtherBedroom
 0           12 ALevelUtility
 0            8 ALevelMasterOffice
 0            2 ALevelDiningroom
 0            3 ALevelKitchen
 0           15 HLabelCook
 0            6 ALevelMasterBathroom
 0            5 ALevelMainEntry
 0            4 ALevelLivingroom
 0            7 ALevelMasterBedroom
 0           14 HLabelBed_Toilet_Transition
 0           53 WDWOfficeAWindowA
 0           16 HLabelEat
 0           48 WDWDoorD
 0           46 WDWDoorB
 0           50 WDWDoorF
 0           44 WDWBedroomAWindowA
 0           51 WDWKitchenAWindowA
 0           45 WDWBedroomAWindowB
 0           52 WDWMainDoor
 0           17 HLabelEnter_Home
 0           19 HLabelPersonal_Hygiene
 0           18 HLabelLeave_Home
 0           20 HLabelRelax
 0           24 HLabelWork
 0           21 HLabelSleep
 0            1 ALevelAllHallway

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