=== 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_m105_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_m105_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.43026    26 HTKitchen
 0.41647    29 HTMasterBedroom
 0.36499    28 HTMasterBathroom
 0.28714    45 HTRelayADiningRoom
 0.26936    40 HTDoorDStairsInFirstFloor
 0.2624     46 HTRelayDOtherBedroom
 0.25152    39 HTDoorCUtilityDoor
 0.2444     38 HTDoorBDiningRoomDoor
 0.23       35 HTBathroomBTemperature
 0.22154    41 HTDoorEMasterLivingDoor
 0.21422    27 HTMainEntry
 0.18753    34 HTBathroomAWindowA
 0.18711    36 HTBedroomAWindowA
 0.16897    42 HTDoorFMasterBedroom
 0.15696    30 HTMasterLivingRoom
 0.15194    43 HTKitchenAWindowA
 0.09029    44 HTOfficeAWindowA
 0.08912    37 HTBedroomAWindowB
 0.06836     9 ALevelOtherHallway
 0.06784     1 ALevelDiningRoom
 0.06439    50 WDDiningRoomAWindowAA
 0.06139    32 HTOtherLivingRoom
 0.05641     2 ALevelKitchen
 0.03217     3 ALevelMainEntryway
 0.02958     7 ALevelMasterOffice
 0.02847    31 HTMasterOffice
 0.02782    13 ALevelUtilityRoom
 0.02772     5 ALevelMasterBedroom
 0.02678    48 WDBedroomAWindowB
 0.02171    22 HLabelSleep
 0.01946    33 HTUtility
 0.01781    25 HLabelWork
 0.01635    20 HLabelPersonal_Hygiene
 0.01631     4 ALevelMasterBathroom
 0.01624     6 ALevelMasterLivingRoom
 0.00415    24 HLabelWash_Dishes
 0          14 HLabelBathe
 0          12 ALevelOtherOffice
 0           8 ALevelOtherBathroom
 0          11 ALevelOtherBedroom
 0          16 HLabelCook
 0          58 WDWDoorE
 0          10 ALevelOtherLivingroom
 0          15 HLabelBed_Toilet_Transition
 0          47 WDBedroomAWindowA
 0          17 HLabelEat
 0          52 WDEntrywayCDoorA
 0          53 WDEntrywayCDoorB
 0          51 WDEntrywayBDoorUtility
 0          54 WDEntrywayDDoor
 0          49 WDBedroomBWindow
 0          59 WDWDoorF
 0          55 WDMainDoor
 0          18 HLabelEnter_Home
 0          21 HLabelRelax
 0          19 HLabelLeave_Home
 0          23 HLabelTake_Medicine
 0          56 WDOfficeAWindowAA
 0          57 WDWDoorD
 0          60 WDWKitchenAWindowA

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