=== 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_m69_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_m69_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.337791    26 HTKitchen
 0.291127    43 HTKitchenAWindowA
 0.286189    28 HTMasterBathroom
 0.281389    34 HTBathroomAWindowA
 0.278637    36 HTBedroomAWindowA
 0.267631    41 HTDoorEMasterLivingDoor
 0.266393    30 HTMasterLivingRoom
 0.264397    42 HTDoorFMasterBedroom
 0.242899    35 HTBathroomBTemperature
 0.23389     37 HTBedroomAWindowB
 0.211318    39 HTDoorCUtilityDoor
 0.207959    38 HTDoorBDiningRoomDoor
 0.192025    46 HTRelayDOtherBedroom
 0.183515    27 HTMainEntry
 0.176065    44 HTOfficeAWindowA
 0.158144    45 HTRelayADiningRoom
 0.148592    40 HTDoorDStairsInFirstFloor
 0.141497    29 HTMasterBedroom
 0.041549    32 HTOtherLivingRoom
 0.031675    31 HTMasterOffice
 0.021929    33 HTUtility
 0.014118    48 WDBedroomAWindowB
 0.001132    59 WDWDoorF
 0.000187    60 WDWKitchenAWindowA
 0           47 WDBedroomAWindowA
 0           13 ALevelUtilityRoom
 0           11 ALevelOtherBedroom
 0           12 ALevelOtherOffice
 0           14 HLabelBathe
 0           49 WDBedroomBWindow
 0           15 HLabelBed_Toilet_Transition
 0           16 HLabelCook
 0           10 ALevelOtherLivingroom
 0            9 ALevelOtherHallway
 0            8 ALevelOtherBathroom
 0            7 ALevelMasterOffice
 0            2 ALevelKitchen
 0            3 ALevelMainEntryway
 0            4 ALevelMasterBathroom
 0            5 ALevelMasterBedroom
 0            6 ALevelMasterLivingRoom
 0           17 HLabelEat
 0           18 HLabelEnter_Home
 0           19 HLabelLeave_Home
 0           56 WDOfficeAWindowAA
 0           54 WDEntrywayDDoor
 0           53 WDEntrywayCDoorB
 0           52 WDEntrywayCDoorA
 0           51 WDEntrywayBDoorUtility
 0           50 WDDiningRoomAWindowAA
 0           55 WDMainDoor
 0           57 WDWDoorD
 0           20 HLabelPersonal_Hygiene
 0           58 WDWDoorE
 0           21 HLabelRelax
 0           22 HLabelSleep
 0           23 HLabelTake_Medicine
 0           24 HLabelWash_Dishes
 0           25 HLabelWork
 0            1 ALevelDiningRoom

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