=== 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:    189
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_Temp_C
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

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

Ranked attributes:
 1.326938   42 HTRelayD
 1.19445    40 HTRelayB
 1.150127   39 HTRelayA
 1.13884    30 HTDoorB
 1.116648   31 HTDoorC
 1.06443    37 HTMainDoor
 1.040818   32 HTDoorD
 1.029869   41 HTRelayC
 1.008702   27 HTBathroomBTemperature
 0.909659   25 HTBathroomATemperature
 0.856192   35 HTKitchenATemperature
 0.808336   28 HTBedroomAWindowA
 0.805528   33 HTDoorE
 0.771969   34 HTDoorF
 0.714383   29 HTBedroomAWindowB
 0.670674   38 HTOfficeAWindowA
 0.655761   26 HTBathroomAWindowA
 0.619828   36 HTKitchenAWindowA
 0.000487   24 HLabelWork
 0.000162   18 HLabelLeave_Home
 0          14 HLabelBed_Toilet_Transition
 0          12 ALevelUtility
 0          16 HLabelEat
 0           2 ALevelDiningroom
 0          15 HLabelCook
 0          13 HLabelBathe
 0          10 ALevelOtherBedroom
 0          11 ALevelOtherOffice
 0           6 ALevelMasterBathroom
 0           8 ALevelMasterOffice
 0           7 ALevelMasterBedroom
 0          17 HLabelEnter_Home
 0           9 ALevelOtherBathroom
 0           5 ALevelMainEntry
 0           4 ALevelLivingroom
 0           3 ALevelKitchen
 0          53 WDWOfficeAWindowA
 0          19 HLabelPersonal_Hygiene
 0          20 HLabelRelax
 0          47 WDWDoorC
 0          48 WDWDoorD
 0          49 WDWDoorE
 0          50 WDWDoorF
 0          51 WDWKitchenAWindowA
 0          46 WDWDoorB
 0          45 WDWBedroomAWindowB
 0          44 WDWBedroomAWindowA
 0          22 HLabelTake_Medicine
 0          21 HLabelSleep
 0          23 HLabelWash_Dishes
 0          43 WDWBathroomAWindowA
 0          52 WDWMainDoor
 0           1 ALevelAllHallway

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