=== 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:    619
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_PM_ug_m3
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 54 In_PM_ug_m3):
	Information Gain Ranking Filter

Ranked attributes:
 0.159962    35 HTKitchenATemperature
 0.1169214   40 HTRelayB
 0.116821    39 HTRelayA
 0.1131992   32 HTDoorD
 0.1003169   25 HTBathroomATemperature
 0.0819063   28 HTBedroomAWindowA
 0.0715206   36 HTKitchenAWindowA
 0.0701789   37 HTMainDoor
 0.0667087   41 HTRelayC
 0.0616992   38 HTOfficeAWindowA
 0.0581522   30 HTDoorB
 0.0534676   33 HTDoorE
 0.0487283   27 HTBathroomBTemperature
 0.0419441   31 HTDoorC
 0.04141     34 HTDoorF
 0.0369731   29 HTBedroomAWindowB
 0.0083002    1 ALevelAllHallway
 0.0002194   17 HLabelEnter_Home
 0.0001659   49 WDWDoorE
 0.0001656   13 HLabelBathe
 0.0000151   53 WDWOfficeAWindowA
 0           14 HLabelBed_Toilet_Transition
 0            9 ALevelOtherBathroom
 0           10 ALevelOtherBedroom
 0           15 HLabelCook
 0           11 ALevelOtherOffice
 0           12 ALevelUtility
 0            8 ALevelMasterOffice
 0            7 ALevelMasterBedroom
 0            3 ALevelKitchen
 0            2 ALevelDiningroom
 0            4 ALevelLivingroom
 0            6 ALevelMasterBathroom
 0            5 ALevelMainEntry
 0           16 HLabelEat
 0           42 HTRelayD
 0           43 WDWBathroomAWindowA
 0           52 WDWMainDoor
 0           48 WDWDoorD
 0           47 WDWDoorC
 0           46 WDWDoorB
 0           45 WDWBedroomAWindowB
 0           44 WDWBedroomAWindowA
 0           50 WDWDoorF
 0           26 HTBathroomAWindowA
 0           19 HLabelPersonal_Hygiene
 0           51 WDWKitchenAWindowA
 0           20 HLabelRelax
 0           21 HLabelSleep
 0           22 HLabelTake_Medicine
 0           23 HLabelWash_Dishes
 0           24 HLabelWork
 0           18 HLabelLeave_Home

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