=== 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:    586
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_O3_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_O3_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.4725728   28 HTBedroomAWindowA
 0.4057281   26 HTBathroomAWindowA
 0.3887546   36 HTKitchenAWindowA
 0.3637568   25 HTBathroomATemperature
 0.3537203   31 HTDoorC
 0.3536874   41 HTRelayC
 0.3523105   30 HTDoorB
 0.3434322   33 HTDoorE
 0.3401558   42 HTRelayD
 0.3330533   40 HTRelayB
 0.3271283   38 HTOfficeAWindowA
 0.3102369   32 HTDoorD
 0.3073027   37 HTMainDoor
 0.2920352   39 HTRelayA
 0.2342416   35 HTKitchenATemperature
 0.196654    34 HTDoorF
 0.1939212   29 HTBedroomAWindowB
 0.1450526   27 HTBathroomBTemperature
 0.0058156   17 HLabelEnter_Home
 0.0000336   22 HLabelTake_Medicine
 0           15 HLabelCook
 0           14 HLabelBed_Toilet_Transition
 0           12 ALevelUtility
 0           13 HLabelBathe
 0            3 ALevelKitchen
 0            2 ALevelDiningroom
 0           11 ALevelOtherOffice
 0           10 ALevelOtherBedroom
 0            4 ALevelLivingroom
 0            9 ALevelOtherBathroom
 0            8 ALevelMasterOffice
 0            7 ALevelMasterBedroom
 0            6 ALevelMasterBathroom
 0            5 ALevelMainEntry
 0           16 HLabelEat
 0           53 WDWOfficeAWindowA
 0           18 HLabelLeave_Home
 0           45 WDWBedroomAWindowB
 0           47 WDWDoorC
 0           48 WDWDoorD
 0           49 WDWDoorE
 0           50 WDWDoorF
 0           51 WDWKitchenAWindowA
 0           46 WDWDoorB
 0           44 WDWBedroomAWindowA
 0           19 HLabelPersonal_Hygiene
 0           43 WDWBathroomAWindowA
 0           20 HLabelRelax
 0           21 HLabelSleep
 0           23 HLabelWash_Dishes
 0           24 HLabelWork
 0           52 WDWMainDoor
 0            1 ALevelAllHallway

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