=== 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_m73_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_m73_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.6578    29 HTMasterBedroom
 0.5867    27 HTMainEntry
 0.5255    28 HTMasterBathroom
 0.3452    30 HTMasterLivingRoom
 0.3218    45 HTRelayADiningRoom
 0.3036    38 HTDoorBDiningRoomDoor
 0.2913    35 HTBathroomBTemperature
 0.2869    39 HTDoorCUtilityDoor
 0.2862    40 HTDoorDStairsInFirstFloor
 0.2637    26 HTKitchen
 0.2635    41 HTDoorEMasterLivingDoor
 0.2608    46 HTRelayDOtherBedroom
 0.2588    43 HTKitchenAWindowA
 0.2398    34 HTBathroomAWindowA
 0.2297    36 HTBedroomAWindowA
 0.2186    42 HTDoorFMasterBedroom
 0.1327    44 HTOfficeAWindowA
 0.1298    37 HTBedroomAWindowB
 0.0431    32 HTOtherLivingRoom
 0.0174    31 HTMasterOffice
 0.0142    33 HTUtility
 0          4 ALevelMasterBathroom
 0         18 HLabelEnter_Home
 0         14 HLabelBathe
 0         15 HLabelBed_Toilet_Transition
 0          2 ALevelKitchen
 0         17 HLabelEat
 0         16 HLabelCook
 0          3 ALevelMainEntryway
 0          9 ALevelOtherHallway
 0          5 ALevelMasterBedroom
 0         12 ALevelOtherOffice
 0         11 ALevelOtherBedroom
 0         10 ALevelOtherLivingroom
 0         13 ALevelUtilityRoom
 0          8 ALevelOtherBathroom
 0         20 HLabelPersonal_Hygiene
 0          7 ALevelMasterOffice
 0          6 ALevelMasterLivingRoom
 0         19 HLabelLeave_Home
 0         60 WDWKitchenAWindowA
 0         21 HLabelRelax
 0         55 WDMainDoor
 0         53 WDEntrywayCDoorB
 0         54 WDEntrywayDDoor
 0         56 WDOfficeAWindowAA
 0         51 WDEntrywayBDoorUtility
 0         57 WDWDoorD
 0         58 WDWDoorE
 0         52 WDEntrywayCDoorA
 0         50 WDDiningRoomAWindowAA
 0         22 HLabelSleep
 0         25 HLabelWork
 0         23 HLabelTake_Medicine
 0         24 HLabelWash_Dishes
 0         59 WDWDoorF
 0         49 WDBedroomBWindow
 0         47 WDBedroomAWindowA
 0         48 WDBedroomAWindowB
 0          1 ALevelDiningRoom

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