=== 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_m31_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_m31_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.736379    28 HTMasterBathroom
 0.62173     29 HTMasterBedroom
 0.492631    27 HTMainEntry
 0.428295    26 HTKitchen
 0.354914    30 HTMasterLivingRoom
 0.325855    40 HTDoorDStairsInFirstFloor
 0.31509     45 HTRelayADiningRoom
 0.292128    39 HTDoorCUtilityDoor
 0.29067     46 HTRelayDOtherBedroom
 0.26443     38 HTDoorBDiningRoomDoor
 0.254176    35 HTBathroomBTemperature
 0.193114    41 HTDoorEMasterLivingDoor
 0.182094    42 HTDoorFMasterBedroom
 0.170106    34 HTBathroomAWindowA
 0.166902    43 HTKitchenAWindowA
 0.160196    36 HTBedroomAWindowA
 0.093034    37 HTBedroomAWindowB
 0.072341    44 HTOfficeAWindowA
 0.025604    32 HTOtherLivingRoom
 0.023109    31 HTMasterOffice
 0.019018    33 HTUtility
 0.000449    11 ALevelOtherBedroom
 0.000112    47 WDBedroomAWindowA
 0           16 HLabelCook
 0           17 HLabelEat
 0           15 HLabelBed_Toilet_Transition
 0            5 ALevelMasterBedroom
 0            2 ALevelKitchen
 0           14 HLabelBathe
 0            3 ALevelMainEntryway
 0            4 ALevelMasterBathroom
 0            6 ALevelMasterLivingRoom
 0           13 ALevelUtilityRoom
 0            7 ALevelMasterOffice
 0            8 ALevelOtherBathroom
 0            9 ALevelOtherHallway
 0           10 ALevelOtherLivingroom
 0           12 ALevelOtherOffice
 0           19 HLabelLeave_Home
 0           18 HLabelEnter_Home
 0           60 WDWKitchenAWindowA
 0           20 HLabelPersonal_Hygiene
 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           21 HLabelRelax
 0           24 HLabelWash_Dishes
 0           22 HLabelSleep
 0           23 HLabelTake_Medicine
 0           25 HLabelWork
 0           49 WDBedroomBWindow
 0           59 WDWDoorF
 0           48 WDBedroomAWindowB
 0            1 ALevelDiningRoom

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