=== 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_m33_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_m33_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.622706    28 HTMasterBathroom
 0.543696    29 HTMasterBedroom
 0.458505    27 HTMainEntry
 0.432781    26 HTKitchen
 0.410759    30 HTMasterLivingRoom
 0.375097    39 HTDoorCUtilityDoor
 0.368583    40 HTDoorDStairsInFirstFloor
 0.345252    45 HTRelayADiningRoom
 0.344461    38 HTDoorBDiningRoomDoor
 0.324199    46 HTRelayDOtherBedroom
 0.321019    35 HTBathroomBTemperature
 0.315802    41 HTDoorEMasterLivingDoor
 0.266044    34 HTBathroomAWindowA
 0.256885    42 HTDoorFMasterBedroom
 0.24907     36 HTBedroomAWindowA
 0.245855    43 HTKitchenAWindowA
 0.194804    44 HTOfficeAWindowA
 0.173009    37 HTBedroomAWindowB
 0.038301    32 HTOtherLivingRoom
 0.02344      4 ALevelMasterBathroom
 0.022914    31 HTMasterOffice
 0.022874     9 ALevelOtherHallway
 0.018496     7 ALevelMasterOffice
 0.018191    50 WDDiningRoomAWindowAA
 0.017889    33 HTUtility
 0.016784     1 ALevelDiningRoom
 0.014329    48 WDBedroomAWindowB
 0.000751    59 WDWDoorF
 0           15 HLabelBed_Toilet_Transition
 0           12 ALevelOtherOffice
 0           11 ALevelOtherBedroom
 0           13 ALevelUtilityRoom
 0           14 HLabelBathe
 0           56 WDOfficeAWindowAA
 0           10 ALevelOtherLivingroom
 0           47 WDBedroomAWindowA
 0           16 HLabelCook
 0           57 WDWDoorD
 0            2 ALevelKitchen
 0            3 ALevelMainEntryway
 0           58 WDWDoorE
 0            5 ALevelMasterBedroom
 0            6 ALevelMasterLivingRoom
 0            8 ALevelOtherBathroom
 0           17 HLabelEat
 0           18 HLabelEnter_Home
 0           52 WDEntrywayCDoorA
 0           53 WDEntrywayCDoorB
 0           51 WDEntrywayBDoorUtility
 0           55 WDMainDoor
 0           49 WDBedroomBWindow
 0           54 WDEntrywayDDoor
 0           25 HLabelWork
 0           19 HLabelLeave_Home
 0           21 HLabelRelax
 0           20 HLabelPersonal_Hygiene
 0           22 HLabelSleep
 0           24 HLabelWash_Dishes
 0           23 HLabelTake_Medicine
 0           60 WDWKitchenAWindowA

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