=== 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:    804
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_PM_ug_m3
Evaluation mode:    evaluate on all training data



=== Attribute Selection on all input data ===

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 61 In_PM_ug_m3):
	Information Gain Ranking Filter

Ranked attributes:
 0.1689402    26 HTKitchen
 0.1127491    29 HTMasterBedroom
 0.0959452    27 HTMainEntry
 0.0900327    28 HTMasterBathroom
 0.085885     30 HTMasterLivingRoom
 0.0781014    44 HTOfficeAWindowA
 0.0672838    36 HTBedroomAWindowA
 0.066715     40 HTDoorDStairsInFirstFloor
 0.0638205    45 HTRelayADiningRoom
 0.0570879    38 HTDoorBDiningRoomDoor
 0.0465915    39 HTDoorCUtilityDoor
 0.0446065    43 HTKitchenAWindowA
 0.0320825    41 HTDoorEMasterLivingDoor
 0.0285892    35 HTBathroomBTemperature
 0.027343     42 HTDoorFMasterBedroom
 0.0229735    34 HTBathroomAWindowA
 0.0157087    37 HTBedroomAWindowB
 0.0132212    13 ALevelUtilityRoom
 0.0127159     9 ALevelOtherHallway
 0.0098066    50 WDDiningRoomAWindowAA
 0.0070949    32 HTOtherLivingRoom
 0.0061676    31 HTMasterOffice
 0.0042136    33 HTUtility
 0.0000535    58 WDWDoorE
 0            14 HLabelBathe
 0             2 ALevelKitchen
 0             3 ALevelMainEntryway
 0            15 HLabelBed_Toilet_Transition
 0            16 HLabelCook
 0            17 HLabelEat
 0             7 ALevelMasterOffice
 0             5 ALevelMasterBedroom
 0             4 ALevelMasterBathroom
 0             8 ALevelOtherBathroom
 0            10 ALevelOtherLivingroom
 0            11 ALevelOtherBedroom
 0            12 ALevelOtherOffice
 0             6 ALevelMasterLivingRoom
 0            19 HLabelLeave_Home
 0            18 HLabelEnter_Home
 0            60 WDWKitchenAWindowA
 0            20 HLabelPersonal_Hygiene
 0            54 WDEntrywayDDoor
 0            52 WDEntrywayCDoorA
 0            53 WDEntrywayCDoorB
 0            55 WDMainDoor
 0            49 WDBedroomBWindow
 0            56 WDOfficeAWindowAA
 0            57 WDWDoorD
 0            51 WDEntrywayBDoorUtility
 0            48 WDBedroomAWindowB
 0            21 HLabelRelax
 0            24 HLabelWash_Dishes
 0            22 HLabelSleep
 0            23 HLabelTake_Medicine
 0            25 HLabelWork
 0            47 WDBedroomAWindowA
 0            59 WDWDoorF
 0            46 HTRelayDOtherBedroom
 0             1 ALevelDiningRoom

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