=== 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:    620
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_Dylos_small
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

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

Ranked attributes:
 0.1763   28 HTBedroomAWindowA
 0.1758   38 HTOfficeAWindowA
 0.1745   36 HTKitchenAWindowA
 0.1673   30 HTDoorB
 0.1585   39 HTRelayA
 0.1494   35 HTKitchenATemperature
 0.1363   29 HTBedroomAWindowB
 0.13     37 HTMainDoor
 0.1294   34 HTDoorF
 0.1292   41 HTRelayC
 0.1128   26 HTBathroomAWindowA
 0.1093   25 HTBathroomATemperature
 0.0924   27 HTBathroomBTemperature
 0.0909   40 HTRelayB
 0.0869   33 HTDoorE
 0.0831   42 HTRelayD
 0.0765   31 HTDoorC
 0.062    32 HTDoorD
 0         2 ALevelDiningroom
 0        12 ALevelUtility
 0        11 ALevelOtherOffice
 0        13 HLabelBathe
 0        16 HLabelEat
 0        15 HLabelCook
 0        14 HLabelBed_Toilet_Transition
 0         3 ALevelKitchen
 0         5 ALevelMainEntry
 0         4 ALevelLivingroom
 0         6 ALevelMasterBathroom
 0        10 ALevelOtherBedroom
 0         9 ALevelOtherBathroom
 0        18 HLabelLeave_Home
 0         8 ALevelMasterOffice
 0         7 ALevelMasterBedroom
 0        17 HLabelEnter_Home
 0        53 WDWOfficeAWindowA
 0        19 HLabelPersonal_Hygiene
 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        20 HLabelRelax
 0        43 WDWBathroomAWindowA
 0        21 HLabelSleep
 0        22 HLabelTake_Medicine
 0        23 HLabelWash_Dishes
 0        24 HLabelWork
 0        52 WDWMainDoor
 0         1 ALevelAllHallway

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