=== 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_m31_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_m31_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 1.154658   35 HTKitchenATemperature
 1.103933   32 HTDoorD
 1.097389   39 HTRelayA
 1.054141   25 HTBathroomATemperature
 0.896413   42 HTRelayD
 0.869907   40 HTRelayB
 0.838553   30 HTDoorB
 0.833388   31 HTDoorC
 0.727058   27 HTBathroomBTemperature
 0.69493    37 HTMainDoor
 0.651243   33 HTDoorE
 0.553825   41 HTRelayC
 0.515303   34 HTDoorF
 0.499503   36 HTKitchenAWindowA
 0.47807    26 HTBathroomAWindowA
 0.441201   28 HTBedroomAWindowA
 0.273127   38 HTOfficeAWindowA
 0.254054   29 HTBedroomAWindowB
 0.000644   18 HLabelLeave_Home
 0.000429   47 WDWDoorC
 0.000322   44 WDWBedroomAWindowA
 0.000249   17 HLabelEnter_Home
 0           4 ALevelLivingroom
 0          14 HLabelBed_Toilet_Transition
 0          13 HLabelBathe
 0          15 HLabelCook
 0          11 ALevelOtherOffice
 0           7 ALevelMasterBedroom
 0          12 ALevelUtility
 0          10 ALevelOtherBedroom
 0           8 ALevelMasterOffice
 0          16 HLabelEat
 0           5 ALevelMainEntry
 0           9 ALevelOtherBathroom
 0           2 ALevelDiningroom
 0           6 ALevelMasterBathroom
 0           3 ALevelKitchen
 0          53 WDWOfficeAWindowA
 0          19 HLabelPersonal_Hygiene
 0          49 WDWDoorE
 0          48 WDWDoorD
 0          50 WDWDoorF
 0          45 WDWBedroomAWindowB
 0          51 WDWKitchenAWindowA
 0          46 WDWDoorB
 0          43 WDWBathroomAWindowA
 0          20 HLabelRelax
 0          22 HLabelTake_Medicine
 0          21 HLabelSleep
 0          23 HLabelWash_Dishes
 0          52 WDWMainDoor
 0          24 HLabelWork
 0           1 ALevelAllHallway

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