=== 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:    391
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_m121_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_m121_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.797694    29 HTMasterBedroom
 0.620462    27 HTMainEntry
 0.590039    28 HTMasterBathroom
 0.334191    40 HTDoorDStairsInFirstFloor
 0.316683    30 HTMasterLivingRoom
 0.316186    45 HTRelayADiningRoom
 0.301501    38 HTDoorBDiningRoomDoor
 0.300979    39 HTDoorCUtilityDoor
 0.289012    46 HTRelayDOtherBedroom
 0.251304    35 HTBathroomBTemperature
 0.227731    41 HTDoorEMasterLivingDoor
 0.189907    42 HTDoorFMasterBedroom
 0.186325    36 HTBedroomAWindowA
 0.185275    26 HTKitchen
 0.168914    43 HTKitchenAWindowA
 0.142146    34 HTBathroomAWindowA
 0.112629    44 HTOfficeAWindowA
 0.07786     37 HTBedroomAWindowB
 0.043836    31 HTMasterOffice
 0.038474    50 WDDiningRoomAWindowAA
 0.033314     1 ALevelDiningRoom
 0.032994    32 HTOtherLivingRoom
 0.030869     2 ALevelKitchen
 0.021223     9 ALevelOtherHallway
 0.011688    20 HLabelPersonal_Hygiene
 0.01046     22 HLabelSleep
 0.000478    11 ALevelOtherBedroom
 0           14 HLabelBathe
 0           13 ALevelUtilityRoom
 0           15 HLabelBed_Toilet_Transition
 0            5 ALevelMasterBedroom
 0           16 HLabelCook
 0           12 ALevelOtherOffice
 0            4 ALevelMasterBathroom
 0           10 ALevelOtherLivingroom
 0            3 ALevelMainEntryway
 0            6 ALevelMasterLivingRoom
 0            7 ALevelMasterOffice
 0           18 HLabelEnter_Home
 0            8 ALevelOtherBathroom
 0           17 HLabelEat
 0           47 WDBedroomAWindowA
 0           19 HLabelLeave_Home
 0           53 WDEntrywayCDoorB
 0           54 WDEntrywayDDoor
 0           33 HTUtility
 0           52 WDEntrywayCDoorA
 0           48 WDBedroomAWindowB
 0           51 WDEntrywayBDoorUtility
 0           49 WDBedroomBWindow
 0           59 WDWDoorF
 0           55 WDMainDoor
 0           56 WDOfficeAWindowAA
 0           57 WDWDoorD
 0           21 HLabelRelax
 0           23 HLabelTake_Medicine
 0           24 HLabelWash_Dishes
 0           25 HLabelWork
 0           58 WDWDoorE
 0           60 WDWKitchenAWindowA

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