=== 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_m107_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_m107_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.8287118    29 HTMasterBedroom
 0.6655791    28 HTMasterBathroom
 0.6304669    27 HTMainEntry
 0.3881441    30 HTMasterLivingRoom
 0.3317266    40 HTDoorDStairsInFirstFloor
 0.3207001    38 HTDoorBDiningRoomDoor
 0.315101     39 HTDoorCUtilityDoor
 0.314945     45 HTRelayADiningRoom
 0.305065     46 HTRelayDOtherBedroom
 0.2947097    35 HTBathroomBTemperature
 0.2683882    36 HTBedroomAWindowA
 0.2664404    41 HTDoorEMasterLivingDoor
 0.2554461    43 HTKitchenAWindowA
 0.243503     26 HTKitchen
 0.2301876    42 HTDoorFMasterBedroom
 0.2044273    34 HTBathroomAWindowA
 0.1746463    44 HTOfficeAWindowA
 0.127239     37 HTBedroomAWindowB
 0.0326563    50 WDDiningRoomAWindowAA
 0.0298763    32 HTOtherLivingRoom
 0.0214997    31 HTMasterOffice
 0.021166      2 ALevelKitchen
 0.007553     33 HTUtility
 0.0001861    47 WDBedroomAWindowA
 0.0000374    58 WDWDoorE
 0            16 HLabelCook
 0             3 ALevelMainEntryway
 0            15 HLabelBed_Toilet_Transition
 0            13 ALevelUtilityRoom
 0            12 ALevelOtherOffice
 0            14 HLabelBathe
 0             4 ALevelMasterBathroom
 0            11 ALevelOtherBedroom
 0             8 ALevelOtherBathroom
 0             6 ALevelMasterLivingRoom
 0             7 ALevelMasterOffice
 0             9 ALevelOtherHallway
 0             5 ALevelMasterBedroom
 0            10 ALevelOtherLivingroom
 0            18 HLabelEnter_Home
 0            17 HLabelEat
 0            60 WDWKitchenAWindowA
 0            19 HLabelLeave_Home
 0            54 WDEntrywayDDoor
 0            52 WDEntrywayCDoorA
 0            53 WDEntrywayCDoorB
 0            55 WDMainDoor
 0            20 HLabelPersonal_Hygiene
 0            56 WDOfficeAWindowAA
 0            57 WDWDoorD
 0            51 WDEntrywayBDoorUtility
 0            49 WDBedroomBWindow
 0            48 WDBedroomAWindowB
 0            59 WDWDoorF
 0            21 HLabelRelax
 0            22 HLabelSleep
 0            23 HLabelTake_Medicine
 0            24 HLabelWash_Dishes
 0            25 HLabelWork
 0             1 ALevelDiningRoom

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