=== 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_m81_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_m81_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.48915    28 HTMasterBathroom
 0.38705    29 HTMasterBedroom
 0.3812     27 HTMainEntry
 0.37815    26 HTKitchen
 0.27875    41 HTDoorEMasterLivingDoor
 0.26484    34 HTBathroomAWindowA
 0.25976    43 HTKitchenAWindowA
 0.25407    30 HTMasterLivingRoom
 0.2399     36 HTBedroomAWindowA
 0.23531    39 HTDoorCUtilityDoor
 0.22908    35 HTBathroomBTemperature
 0.22229    38 HTDoorBDiningRoomDoor
 0.21046    42 HTDoorFMasterBedroom
 0.19868    37 HTBedroomAWindowB
 0.18684    46 HTRelayDOtherBedroom
 0.1859     40 HTDoorDStairsInFirstFloor
 0.17872    45 HTRelayADiningRoom
 0.17164    44 HTOfficeAWindowA
 0.07494     1 ALevelDiningRoom
 0.07048     9 ALevelOtherHallway
 0.06393     2 ALevelKitchen
 0.05329    31 HTMasterOffice
 0.05213    22 HLabelSleep
 0.05064    50 WDDiningRoomAWindowAA
 0.0449     32 HTOtherLivingRoom
 0.03126    20 HLabelPersonal_Hygiene
 0.02949    48 WDBedroomAWindowB
 0.02766     7 ALevelMasterOffice
 0.02723     3 ALevelMainEntryway
 0.01873     6 ALevelMasterLivingRoom
 0.01572    13 ALevelUtilityRoom
 0.01563     5 ALevelMasterBedroom
 0.01547     4 ALevelMasterBathroom
 0.01543    55 WDMainDoor
 0.00946    25 HLabelWork
 0.00299    57 WDWDoorD
 0          14 HLabelBathe
 0          47 WDBedroomAWindowA
 0          12 ALevelOtherOffice
 0          11 ALevelOtherBedroom
 0           8 ALevelOtherBathroom
 0          16 HLabelCook
 0          10 ALevelOtherLivingroom
 0          15 HLabelBed_Toilet_Transition
 0          21 HLabelRelax
 0          17 HLabelEat
 0          52 WDEntrywayCDoorA
 0          53 WDEntrywayCDoorB
 0          51 WDEntrywayBDoorUtility
 0          33 HTUtility
 0          49 WDBedroomBWindow
 0          54 WDEntrywayDDoor
 0          59 WDWDoorF
 0          18 HLabelEnter_Home
 0          23 HLabelTake_Medicine
 0          19 HLabelLeave_Home
 0          24 HLabelWash_Dishes
 0          56 WDOfficeAWindowAA
 0          58 WDWDoorE
 0          60 WDWKitchenAWindowA

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