=== 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_m42_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_m42_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.50016    26 HTKitchen
 0.2514     27 HTMainEntry
 0.22347    29 HTMasterBedroom
 0.21046    30 HTMasterLivingRoom
 0.20712    28 HTMasterBathroom
 0.17823    34 HTBathroomAWindowA
 0.17294    45 HTRelayADiningRoom
 0.16187    39 HTDoorCUtilityDoor
 0.16158    35 HTBathroomBTemperature
 0.16053    38 HTDoorBDiningRoomDoor
 0.15906    41 HTDoorEMasterLivingDoor
 0.15489    40 HTDoorDStairsInFirstFloor
 0.15048    46 HTRelayDOtherBedroom
 0.14662    42 HTDoorFMasterBedroom
 0.14211    36 HTBedroomAWindowA
 0.1389     43 HTKitchenAWindowA
 0.09792    37 HTBedroomAWindowB
 0.08339    32 HTOtherLivingRoom
 0.0755     44 HTOfficeAWindowA
 0.0584      1 ALevelDiningRoom
 0.05318    50 WDDiningRoomAWindowAA
 0.0449      9 ALevelOtherHallway
 0.04442     2 ALevelKitchen
 0.03284     5 ALevelMasterBedroom
 0.02634    48 WDBedroomAWindowB
 0.0237     31 HTMasterOffice
 0.01735    22 HLabelSleep
 0.01389     6 ALevelMasterLivingRoom
 0.01155    13 ALevelUtilityRoom
 0.00787    19 HLabelLeave_Home
 0.00707    17 HLabelEat
 0           8 ALevelOtherBathroom
 0           4 ALevelMasterBathroom
 0          16 HLabelCook
 0           3 ALevelMainEntryway
 0          15 HLabelBed_Toilet_Transition
 0          14 HLabelBathe
 0           7 ALevelMasterOffice
 0          10 ALevelOtherLivingroom
 0          11 ALevelOtherBedroom
 0          12 ALevelOtherOffice
 0          47 WDBedroomAWindowA
 0          20 HLabelPersonal_Hygiene
 0          18 HLabelEnter_Home
 0          59 WDWDoorF
 0          33 HTUtility
 0          53 WDEntrywayCDoorB
 0          52 WDEntrywayCDoorA
 0          51 WDEntrywayBDoorUtility
 0          49 WDBedroomBWindow
 0          54 WDEntrywayDDoor
 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: 26,27,29,30,28,34,45,39,35,38,41,40,46,42,36,43,37,32,44,1,50,9,2,5,48,31,22,6,13,19,17,8,4,16,3,15,14,7,10,11,12,47,20,18,59,33,53,52,51,49,54,55,21,56,23,24,25,58,57,60 : 60