=== Run information ===

Evaluator:    weka.attributeSelection.InfoGainAttributeEval 
Search:       weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
Relation:     Atmo1Atmo2-weka.filters.unsupervised.attribute.Remove-R1-2
Instances:    394
Attributes:   61
              ALevelDiningRoom
              ALevelKitchen
              ALevelMainEntryway
              ALevelMasterBathroom
              ALevelMasterBedroom
              ALevelMasterLivingRoom
              ALevelMasterOffice
              ALevelOtherBathroom
              ALevelOtherHallway
              ALevelOtherLivingroom
              ALevelOtherBedroom
              ALevelOtherOffice
              ALevelUtilityRoom
              HLabelBathe
              HLabelBed_Toilet_Transition
              HLabelCook
              HLabelEat
              HLabelEnter_Home
              HLabelLeave_Home
              HLabelPersonal_Hygiene
              HLabelRelax
              HLabelSleep
              HLabelTake_Medicine
              HLabelWash_Dishes
              HLabelWork
              HTKitchen
              HTMainEntry
              HTMasterBathroom
              HTMasterBedroom
              HTMasterLivingRoom
              HTMasterOffice
              HTOtherLivingRoom
              HTUtility
              HTBathroomAWindowA
              HTBathroomBTemperature
              HTBedroomAWindowA
              HTBedroomAWindowB
              HTDoorBDiningRoomDoor
              HTDoorCUtilityDoor
              HTDoorDStairsInFirstFloor
              HTDoorEMasterLivingDoor
              HTDoorFMasterBedroom
              HTKitchenAWindowA
              HTOfficeAWindowA
              HTRelayADiningRoom
              HTRelayDOtherBedroom
              WDBedroomAWindowA
              WDBedroomAWindowB
              WDBedroomBWindow
              WDDiningRoomAWindowAA
              WDEntrywayBDoorUtility
              WDEntrywayCDoorA
              WDEntrywayCDoorB
              WDEntrywayDDoor
              WDMainDoor
              WDOfficeAWindowAA
              WDWDoorD
              WDWDoorE
              WDWDoorF
              WDWKitchenAWindowA
              In_m59_ppb
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 61 In_m59_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.45563    29 HTMasterBedroom
 0.4233     26 HTKitchen
 0.38838    28 HTMasterBathroom
 0.35308    27 HTMainEntry
 0.32628    41 HTDoorEMasterLivingDoor
 0.30624    30 HTMasterLivingRoom
 0.30516    39 HTDoorCUtilityDoor
 0.30193    38 HTDoorBDiningRoomDoor
 0.29115    35 HTBathroomBTemperature
 0.2888     34 HTBathroomAWindowA
 0.28279    42 HTDoorFMasterBedroom
 0.26769    43 HTKitchenAWindowA
 0.26566    36 HTBedroomAWindowA
 0.25942    40 HTDoorDStairsInFirstFloor
 0.24808    45 HTRelayADiningRoom
 0.23833    46 HTRelayDOtherBedroom
 0.1943     37 HTBedroomAWindowB
 0.14369    44 HTOfficeAWindowA
 0.06322    50 WDDiningRoomAWindowAA
 0.05254     1 ALevelDiningRoom
 0.04489    32 HTOtherLivingRoom
 0.04431     9 ALevelOtherHallway
 0.04346     2 ALevelKitchen
 0.02885    48 WDBedroomAWindowB
 0.0259     31 HTMasterOffice
 0.024       5 ALevelMasterBedroom
 0.01906    22 HLabelSleep
 0.00885     3 ALevelMainEntryway
 0          14 HLabelBathe
 0          15 HLabelBed_Toilet_Transition
 0          16 HLabelCook
 0          12 ALevelOtherOffice
 0          13 ALevelUtilityRoom
 0          47 WDBedroomAWindowA
 0          11 ALevelOtherBedroom
 0          10 ALevelOtherLivingroom
 0           4 ALevelMasterBathroom
 0           6 ALevelMasterLivingRoom
 0           7 ALevelMasterOffice
 0           8 ALevelOtherBathroom
 0          18 HLabelEnter_Home
 0          17 HLabelEat
 0          20 HLabelPersonal_Hygiene
 0          19 HLabelLeave_Home
 0          59 WDWDoorF
 0          54 WDEntrywayDDoor
 0          53 WDEntrywayCDoorB
 0          52 WDEntrywayCDoorA
 0          51 WDEntrywayBDoorUtility
 0          49 WDBedroomBWindow
 0          33 HTUtility
 0          55 WDMainDoor
 0          21 HLabelRelax
 0          56 WDOfficeAWindowAA
 0          23 HLabelTake_Medicine
 0          24 HLabelWash_Dishes
 0          25 HLabelWork
 0          58 WDWDoorE
 0          57 WDWDoorD
 0          60 WDWKitchenAWindowA

Selected attributes: 29,26,28,27,41,30,39,38,35,34,42,43,36,40,45,46,37,44,50,1,32,9,2,48,31,5,22,3,14,15,16,12,13,47,11,10,4,6,7,8,18,17,20,19,59,54,53,52,51,49,33,55,21,56,23,24,25,58,57,60 : 60