=== 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:    395
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_CH4_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_CH4_ppm):
	Information Gain Ranking Filter

Ranked attributes:
 0.7804858   39 HTRelayA
 0.7371882   30 HTDoorB
 0.7262105   42 HTRelayD
 0.7249216   40 HTRelayB
 0.7243048   26 HTBathroomAWindowA
 0.7193099   35 HTKitchenATemperature
 0.7158092   37 HTMainDoor
 0.706178    41 HTRelayC
 0.6874228   25 HTBathroomATemperature
 0.6578261   28 HTBedroomAWindowA
 0.6471403   32 HTDoorD
 0.6369352   33 HTDoorE
 0.6328788   31 HTDoorC
 0.5840172   38 HTOfficeAWindowA
 0.56193     36 HTKitchenAWindowA
 0.2861979   27 HTBathroomBTemperature
 0.2418294   34 HTDoorF
 0.1215043   29 HTBedroomAWindowB
 0.0182315    7 ALevelMasterBedroom
 0.0010409   24 HLabelWork
 0.0007101   18 HLabelLeave_Home
 0.0006841   47 WDWDoorC
 0.0002598   17 HLabelEnter_Home
 0.0000745   22 HLabelTake_Medicine
 0.0000558    9 ALevelOtherBathroom
 0            4 ALevelLivingroom
 0            8 ALevelMasterOffice
 0           13 HLabelBathe
 0           14 HLabelBed_Toilet_Transition
 0           15 HLabelCook
 0           12 ALevelUtility
 0            6 ALevelMasterBathroom
 0           11 ALevelOtherOffice
 0            3 ALevelKitchen
 0            2 ALevelDiningroom
 0            5 ALevelMainEntry
 0           10 ALevelOtherBedroom
 0           53 WDWOfficeAWindowA
 0           16 HLabelEat
 0           49 WDWDoorE
 0           48 WDWDoorD
 0           50 WDWDoorF
 0           45 WDWBedroomAWindowB
 0           51 WDWKitchenAWindowA
 0           46 WDWDoorB
 0           44 WDWBedroomAWindowA
 0           19 HLabelPersonal_Hygiene
 0           21 HLabelSleep
 0           20 HLabelRelax
 0           23 HLabelWash_Dishes
 0           43 WDWBathroomAWindowA
 0           52 WDWMainDoor
 0            1 ALevelAllHallway

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