=== 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:    229
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_m121_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_m121_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 1.019393   25 HTBathroomATemperature
 0.969343   40 HTRelayB
 0.906123   32 HTDoorD
 0.900922   39 HTRelayA
 0.896975   35 HTKitchenATemperature
 0.869281   42 HTRelayD
 0.832778   30 HTDoorB
 0.816071   31 HTDoorC
 0.777909   27 HTBathroomBTemperature
 0.748675   37 HTMainDoor
 0.710897   33 HTDoorE
 0.608144   26 HTBathroomAWindowA
 0.594158   28 HTBedroomAWindowA
 0.58487    34 HTDoorF
 0.57685    36 HTKitchenAWindowA
 0.561093   41 HTRelayC
 0.410921   38 HTOfficeAWindowA
 0.328557   29 HTBedroomAWindowB
 0.000553   51 WDWKitchenAWindowA
 0          15 HLabelCook
 0           2 ALevelDiningroom
 0          11 ALevelOtherOffice
 0          14 HLabelBed_Toilet_Transition
 0          10 ALevelOtherBedroom
 0          13 HLabelBathe
 0          12 ALevelUtility
 0           3 ALevelKitchen
 0           4 ALevelLivingroom
 0           5 ALevelMainEntry
 0          17 HLabelEnter_Home
 0           9 ALevelOtherBathroom
 0           8 ALevelMasterOffice
 0           7 ALevelMasterBedroom
 0           6 ALevelMasterBathroom
 0          16 HLabelEat
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          44 WDWBedroomAWindowA
 0          46 WDWDoorB
 0          47 WDWDoorC
 0          48 WDWDoorD
 0          49 WDWDoorE
 0          50 WDWDoorF
 0          45 WDWBedroomAWindowB
 0          43 WDWBathroomAWindowA
 0          19 HLabelPersonal_Hygiene
 0          52 WDWMainDoor
 0          20 HLabelRelax
 0          21 HLabelSleep
 0          22 HLabelTake_Medicine
 0          23 HLabelWash_Dishes
 0          24 HLabelWork
 0           1 ALevelAllHallway

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