=== 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:    392
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_m135_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_m135_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.48269    29 HTMasterBedroom
 0.45518    28 HTMasterBathroom
 0.4129     26 HTKitchen
 0.35191    27 HTMainEntry
 0.2963     30 HTMasterLivingRoom
 0.27653    46 HTRelayDOtherBedroom
 0.27576    45 HTRelayADiningRoom
 0.27078    40 HTDoorDStairsInFirstFloor
 0.27008    39 HTDoorCUtilityDoor
 0.26839    38 HTDoorBDiningRoomDoor
 0.24439    35 HTBathroomBTemperature
 0.23481    41 HTDoorEMasterLivingDoor
 0.20758    34 HTBathroomAWindowA
 0.18266    42 HTDoorFMasterBedroom
 0.17214    43 HTKitchenAWindowA
 0.16606    36 HTBedroomAWindowA
 0.10279    37 HTBedroomAWindowB
 0.0781     44 HTOfficeAWindowA
 0.05692    32 HTOtherLivingRoom
 0.01455    31 HTMasterOffice
 0.01369    48 WDBedroomAWindowB
 0.00242    57 WDWDoorD
 0          16 HLabelCook
 0           4 ALevelMasterBathroom
 0          17 HLabelEat
 0          14 HLabelBathe
 0          13 ALevelUtilityRoom
 0           2 ALevelKitchen
 0          15 HLabelBed_Toilet_Transition
 0           3 ALevelMainEntryway
 0           7 ALevelMasterOffice
 0          12 ALevelOtherOffice
 0          11 ALevelOtherBedroom
 0           9 ALevelOtherHallway
 0          10 ALevelOtherLivingroom
 0           6 ALevelMasterLivingRoom
 0           8 ALevelOtherBathroom
 0           5 ALevelMasterBedroom
 0          19 HLabelLeave_Home
 0          18 HLabelEnter_Home
 0          60 WDWKitchenAWindowA
 0          20 HLabelPersonal_Hygiene
 0          54 WDEntrywayDDoor
 0          52 WDEntrywayCDoorA
 0          53 WDEntrywayCDoorB
 0          55 WDMainDoor
 0          50 WDDiningRoomAWindowAA
 0          56 WDOfficeAWindowAA
 0          58 WDWDoorE
 0          51 WDEntrywayBDoorUtility
 0          49 WDBedroomBWindow
 0          21 HLabelRelax
 0          24 HLabelWash_Dishes
 0          22 HLabelSleep
 0          23 HLabelTake_Medicine
 0          25 HLabelWork
 0          47 WDBedroomAWindowA
 0          59 WDWDoorF
 0          33 HTUtility
 0           1 ALevelDiningRoom

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