=== 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:    396
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_H2O_ppm
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 54 In_H2O_ppm):
	Information Gain Ranking Filter

Ranked attributes:
 0.7189467   35 HTKitchenATemperature
 0.6894896   40 HTRelayB
 0.6178234   25 HTBathroomATemperature
 0.6160241   32 HTDoorD
 0.6079367   39 HTRelayA
 0.5929966   31 HTDoorC
 0.5895425   42 HTRelayD
 0.58781     30 HTDoorB
 0.5800073   37 HTMainDoor
 0.5792166   26 HTBathroomAWindowA
 0.5640775   33 HTDoorE
 0.5608483   28 HTBedroomAWindowA
 0.5398115   41 HTRelayC
 0.5077578   36 HTKitchenAWindowA
 0.4770588   38 HTOfficeAWindowA
 0.3617632   27 HTBathroomBTemperature
 0.2693159   34 HTDoorF
 0.1484681   29 HTBedroomAWindowB
 0.0045847   48 WDWDoorD
 0.0020691   52 WDWMainDoor
 0.0007303   43 WDWBathroomAWindowA
 0.0006636   44 WDWBedroomAWindowA
 0.0006522   20 HLabelRelax
 0.000238    16 HLabelEat
 0.0001833   49 WDWDoorE
 0.0001833   13 HLabelBathe
 0.0000551   22 HLabelTake_Medicine
 0.0000368   53 WDWOfficeAWindowA
 0           45 WDWBedroomAWindowB
 0           12 ALevelUtility
 0            8 ALevelMasterOffice
 0            9 ALevelOtherBathroom
 0           10 ALevelOtherBedroom
 0            7 ALevelMasterBedroom
 0            6 ALevelMasterBathroom
 0            5 ALevelMainEntry
 0            2 ALevelDiningroom
 0            3 ALevelKitchen
 0            4 ALevelLivingroom
 0           11 ALevelOtherOffice
 0           51 WDWKitchenAWindowA
 0           24 HLabelWork
 0           14 HLabelBed_Toilet_Transition
 0           21 HLabelSleep
 0           46 WDWDoorB
 0           23 HLabelWash_Dishes
 0           47 WDWDoorC
 0           19 HLabelPersonal_Hygiene
 0           18 HLabelLeave_Home
 0           15 HLabelCook
 0           50 WDWDoorF
 0           17 HLabelEnter_Home
 0            1 ALevelAllHallway

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