=== 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_m79_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_m79_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.945813   31 HTDoorC
 0.902667   40 HTRelayB
 0.899692   25 HTBathroomATemperature
 0.873202   35 HTKitchenATemperature
 0.8045     30 HTDoorB
 0.80312    27 HTBathroomBTemperature
 0.758961   39 HTRelayA
 0.74665    42 HTRelayD
 0.743009   32 HTDoorD
 0.692996   33 HTDoorE
 0.688778   26 HTBathroomAWindowA
 0.673853   37 HTMainDoor
 0.634447   28 HTBedroomAWindowA
 0.561396   34 HTDoorF
 0.543019   36 HTKitchenAWindowA
 0.520101   41 HTRelayC
 0.37784    29 HTBedroomAWindowB
 0.33656    38 HTOfficeAWindowA
 0.006875   48 WDWDoorD
 0.00234     4 ALevelLivingroom
 0.001449   20 HLabelRelax
 0.000851   43 WDWBathroomAWindowA
 0.000809    8 ALevelMasterOffice
 0.000537   51 WDWKitchenAWindowA
 0.00016    15 HLabelCook
 0           7 ALevelMasterBedroom
 0           2 ALevelDiningroom
 0           3 ALevelKitchen
 0          13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0          12 ALevelUtility
 0          11 ALevelOtherOffice
 0          10 ALevelOtherBedroom
 0           6 ALevelMasterBathroom
 0           5 ALevelMainEntry
 0           9 ALevelOtherBathroom
 0          16 HLabelEat
 0          53 WDWOfficeAWindowA
 0          17 HLabelEnter_Home
 0          47 WDWDoorC
 0          46 WDWDoorB
 0          49 WDWDoorE
 0          44 WDWBedroomAWindowA
 0          50 WDWDoorF
 0          45 WDWBedroomAWindowB
 0          52 WDWMainDoor
 0          18 HLabelLeave_Home
 0          21 HLabelSleep
 0          19 HLabelPersonal_Hygiene
 0          22 HLabelTake_Medicine
 0          24 HLabelWork
 0          23 HLabelWash_Dishes
 0           1 ALevelAllHallway

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