=== 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:    230
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_m135_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_m135_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.854039   25 HTBathroomATemperature
 0.813708   32 HTDoorD
 0.810056   39 HTRelayA
 0.808875   35 HTKitchenATemperature
 0.749912   42 HTRelayD
 0.739223   31 HTDoorC
 0.734053   40 HTRelayB
 0.722149   30 HTDoorB
 0.666739   27 HTBathroomBTemperature
 0.642781   33 HTDoorE
 0.540215   37 HTMainDoor
 0.520024   26 HTBathroomAWindowA
 0.518676   28 HTBedroomAWindowA
 0.46704    41 HTRelayC
 0.450247   34 HTDoorF
 0.410341   36 HTKitchenAWindowA
 0.247605   29 HTBedroomAWindowB
 0.197527   38 HTOfficeAWindowA
 0.007271   48 WDWDoorD
 0.00289     4 ALevelLivingroom
 0.00184     8 ALevelMasterOffice
 0.00044    17 HLabelEnter_Home
 0.000165   16 HLabelEat
 0.00011    13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0          11 ALevelOtherOffice
 0          15 HLabelCook
 0          12 ALevelUtility
 0           7 ALevelMasterBedroom
 0           2 ALevelDiningroom
 0           6 ALevelMasterBathroom
 0           5 ALevelMainEntry
 0           9 ALevelOtherBathroom
 0          10 ALevelOtherBedroom
 0           3 ALevelKitchen
 0          53 WDWOfficeAWindowA
 0          18 HLabelLeave_Home
 0          44 WDWBedroomAWindowA
 0          46 WDWDoorB
 0          47 WDWDoorC
 0          49 WDWDoorE
 0          50 WDWDoorF
 0          51 WDWKitchenAWindowA
 0          45 WDWBedroomAWindowB
 0          43 WDWBathroomAWindowA
 0          19 HLabelPersonal_Hygiene
 0          52 WDWMainDoor
 0          20 HLabelRelax
 0          21 HLabelSleep
 0          22 HLabelTake_Medicine
 0          23 HLabelWash_Dishes
 0          24 HLabelWork
 0           1 ALevelAllHallway

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