=== 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_m33_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_m33_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 1.16167    31 HTDoorC
 1.150276   25 HTBathroomATemperature
 1.1308     40 HTRelayB
 1.043377   30 HTDoorB
 1.015981   39 HTRelayA
 0.997569   27 HTBathroomBTemperature
 0.983243   35 HTKitchenATemperature
 0.966333   32 HTDoorD
 0.936141   33 HTDoorE
 0.896538   42 HTRelayD
 0.85606    26 HTBathroomAWindowA
 0.851541   37 HTMainDoor
 0.75446    36 HTKitchenAWindowA
 0.739932   28 HTBedroomAWindowA
 0.733967   34 HTDoorF
 0.706441   41 HTRelayC
 0.502373   38 HTOfficeAWindowA
 0.452307   29 HTBedroomAWindowB
 0.001488    8 ALevelMasterOffice
 0.001449   20 HLabelRelax
 0.000644   43 WDWBathroomAWindowA
 0.000537   51 WDWKitchenAWindowA
 0.000429   17 HLabelEnter_Home
 0          11 ALevelOtherOffice
 0          15 HLabelCook
 0          13 HLabelBathe
 0          12 ALevelUtility
 0          10 ALevelOtherBedroom
 0          14 HLabelBed_Toilet_Transition
 0           6 ALevelMasterBathroom
 0           9 ALevelOtherBathroom
 0           4 ALevelLivingroom
 0           5 ALevelMainEntry
 0          16 HLabelEat
 0           2 ALevelDiningroom
 0           7 ALevelMasterBedroom
 0           3 ALevelKitchen
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          48 WDWDoorD
 0          47 WDWDoorC
 0          49 WDWDoorE
 0          45 WDWBedroomAWindowB
 0          50 WDWDoorF
 0          46 WDWDoorB
 0          44 WDWBedroomAWindowA
 0          19 HLabelPersonal_Hygiene
 0          22 HLabelTake_Medicine
 0          21 HLabelSleep
 0          23 HLabelWash_Dishes
 0          52 WDWMainDoor
 0          24 HLabelWork
 0           1 ALevelAllHallway

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