=== 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_m107_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_m107_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 1.08849    25 HTBathroomATemperature
 1.034965   40 HTRelayB
 0.976752   31 HTDoorC
 0.963972   35 HTKitchenATemperature
 0.95211    39 HTRelayA
 0.936077   27 HTBathroomBTemperature
 0.932692   30 HTDoorB
 0.930295   32 HTDoorD
 0.876352   42 HTRelayD
 0.823708   33 HTDoorE
 0.817597   37 HTMainDoor
 0.777643   36 HTKitchenAWindowA
 0.740095   26 HTBathroomAWindowA
 0.704997   28 HTBedroomAWindowA
 0.670014   34 HTDoorF
 0.667809   41 HTRelayC
 0.46387    38 HTOfficeAWindowA
 0.42701    29 HTBedroomAWindowB
 0.008732   48 WDWDoorD
 0.001488    8 ALevelMasterOffice
 0.001449   20 HLabelRelax
 0.000851   43 WDWBathroomAWindowA
 0.000537   51 WDWKitchenAWindowA
 0.000429   17 HLabelEnter_Home
 0           2 ALevelDiningroom
 0          11 ALevelOtherOffice
 0           6 ALevelMasterBathroom
 0          13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0          12 ALevelUtility
 0          10 ALevelOtherBedroom
 0           5 ALevelMainEntry
 0           9 ALevelOtherBathroom
 0          15 HLabelCook
 0           3 ALevelKitchen
 0           7 ALevelMasterBedroom
 0           4 ALevelLivingroom
 0          53 WDWOfficeAWindowA
 0          16 HLabelEat
 0          47 WDWDoorC
 0          46 WDWDoorB
 0          49 WDWDoorE
 0          44 WDWBedroomAWindowA
 0          50 WDWDoorF
 0          45 WDWBedroomAWindowB
 0          52 WDWMainDoor
 0          18 HLabelLeave_Home
 0          21 HLabelSleep
 0          19 HLabelPersonal_Hygiene
 0          22 HLabelTake_Medicine
 0          24 HLabelWork
 0          23 HLabelWash_Dishes
 0           1 ALevelAllHallway

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