=== 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:    315
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_Dylos_large
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

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

Ranked attributes:
 0.150837   38 HTOfficeAWindowA
 0.136589   36 HTKitchenAWindowA
 0.134263   28 HTBedroomAWindowA
 0.117234   42 HTRelayD
 0.104051   41 HTRelayC
 0.09792    30 HTDoorB
 0.096989   27 HTBathroomBTemperature
 0.096119   34 HTDoorF
 0.09357    37 HTMainDoor
 0.092048   33 HTDoorE
 0.082105   26 HTBathroomAWindowA
 0.081494   29 HTBedroomAWindowB
 0.073947   32 HTDoorD
 0.001847   44 WDWBedroomAWindowA
 0.000294   17 HLabelEnter_Home
 0          11 ALevelOtherOffice
 0          14 HLabelBed_Toilet_Transition
 0          15 HLabelCook
 0           8 ALevelMasterOffice
 0          16 HLabelEat
 0           7 ALevelMasterBedroom
 0          18 HLabelLeave_Home
 0           2 ALevelDiningroom
 0           3 ALevelKitchen
 0           6 ALevelMasterBathroom
 0          12 ALevelUtility
 0          20 HLabelRelax
 0           5 ALevelMainEntry
 0           4 ALevelLivingroom
 0          13 HLabelBathe
 0          10 ALevelOtherBedroom
 0           9 ALevelOtherBathroom
 0          19 HLabelPersonal_Hygiene
 0          53 WDWOfficeAWindowA
 0          21 HLabelSleep
 0          48 WDWDoorD
 0          46 WDWDoorB
 0          47 WDWDoorC
 0          49 WDWDoorE
 0          43 WDWBathroomAWindowA
 0          50 WDWDoorF
 0          51 WDWKitchenAWindowA
 0          45 WDWBedroomAWindowB
 0          40 HTRelayB
 0          22 HLabelTake_Medicine
 0          25 HTBathroomATemperature
 0          23 HLabelWash_Dishes
 0          24 HLabelWork
 0          52 WDWMainDoor
 0          39 HTRelayA
 0          31 HTDoorC
 0          35 HTKitchenATemperature
 0           1 ALevelAllHallway

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