=== 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_m79_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_m79_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.60276     28 HTMasterBathroom
 0.580476    29 HTMasterBedroom
 0.565254    27 HTMainEntry
 0.427694    26 HTKitchen
 0.328523    30 HTMasterLivingRoom
 0.304316    39 HTDoorCUtilityDoor
 0.262734    40 HTDoorDStairsInFirstFloor
 0.26136     38 HTDoorBDiningRoomDoor
 0.257331    35 HTBathroomBTemperature
 0.244743    45 HTRelayADiningRoom
 0.244112    46 HTRelayDOtherBedroom
 0.239495    41 HTDoorEMasterLivingDoor
 0.235549    34 HTBathroomAWindowA
 0.224554    43 HTKitchenAWindowA
 0.19765     36 HTBedroomAWindowA
 0.197603    42 HTDoorFMasterBedroom
 0.155725    44 HTOfficeAWindowA
 0.103438    37 HTBedroomAWindowB
 0.035619    32 HTOtherLivingRoom
 0.024496    31 HTMasterOffice
 0.019653    33 HTUtility
 0.000335    60 WDWKitchenAWindowA
 0           47 WDBedroomAWindowA
 0           14 HLabelBathe
 0           12 ALevelOtherOffice
 0           13 ALevelUtilityRoom
 0           15 HLabelBed_Toilet_Transition
 0           10 ALevelOtherLivingroom
 0           16 HLabelCook
 0           17 HLabelEat
 0           11 ALevelOtherBedroom
 0            9 ALevelOtherHallway
 0           48 WDBedroomAWindowB
 0            4 ALevelMasterBathroom
 0            2 ALevelKitchen
 0            3 ALevelMainEntryway
 0            5 ALevelMasterBedroom
 0            8 ALevelOtherBathroom
 0            6 ALevelMasterLivingRoom
 0            7 ALevelMasterOffice
 0           18 HLabelEnter_Home
 0           19 HLabelLeave_Home
 0           20 HLabelPersonal_Hygiene
 0           52 WDEntrywayCDoorA
 0           54 WDEntrywayDDoor
 0           53 WDEntrywayCDoorB
 0           51 WDEntrywayBDoorUtility
 0           21 HLabelRelax
 0           50 WDDiningRoomAWindowAA
 0           49 WDBedroomBWindow
 0           59 WDWDoorF
 0           55 WDMainDoor
 0           56 WDOfficeAWindowAA
 0           57 WDWDoorD
 0           22 HLabelSleep
 0           23 HLabelTake_Medicine
 0           24 HLabelWash_Dishes
 0           25 HLabelWork
 0           58 WDWDoorE
 0            1 ALevelDiningRoom

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