=== 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:    770
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_O3_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_O3_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.43454    29 HTMasterBedroom
 0.298      26 HTKitchen
 0.28106    28 HTMasterBathroom
 0.27772    36 HTBedroomAWindowA
 0.25092    34 HTBathroomAWindowA
 0.24416    30 HTMasterLivingRoom
 0.23855    27 HTMainEntry
 0.22958    41 HTDoorEMasterLivingDoor
 0.21656    43 HTKitchenAWindowA
 0.1958     39 HTDoorCUtilityDoor
 0.18075    38 HTDoorBDiningRoomDoor
 0.17699    46 HTRelayDOtherBedroom
 0.17314    40 HTDoorDStairsInFirstFloor
 0.164      44 HTOfficeAWindowA
 0.15785    45 HTRelayADiningRoom
 0.12197    42 HTDoorFMasterBedroom
 0.09126     1 ALevelDiningRoom
 0.09113    35 HTBathroomBTemperature
 0.08731    50 WDDiningRoomAWindowAA
 0.08521     9 ALevelOtherHallway
 0.08293    37 HTBedroomAWindowB
 0.07939     2 ALevelKitchen
 0.04854    13 ALevelUtilityRoom
 0.03598     3 ALevelMainEntryway
 0.0345      6 ALevelMasterLivingRoom
 0.03368    22 HLabelSleep
 0.0326     48 WDBedroomAWindowB
 0.0311      5 ALevelMasterBedroom
 0.0292      4 ALevelMasterBathroom
 0.02612    17 HLabelEat
 0.02477    25 HLabelWork
 0.02084    55 WDMainDoor
 0.01756    20 HLabelPersonal_Hygiene
 0.01417    18 HLabelEnter_Home
 0.0127      7 ALevelMasterOffice
 0.01196    19 HLabelLeave_Home
 0.00701    24 HLabelWash_Dishes
 0.00518    51 WDEntrywayBDoorUtility
 0.00481    15 HLabelBed_Toilet_Transition
 0.00444    56 WDOfficeAWindowAA
 0.00425    14 HLabelBathe
 0.00402    21 HLabelRelax
 0.00238    23 HLabelTake_Medicine
 0.00228    16 HLabelCook
 0.00197     8 ALevelOtherBathroom
 0.00121    59 WDWDoorF
 0          10 ALevelOtherLivingroom
 0          11 ALevelOtherBedroom
 0          47 WDBedroomAWindowA
 0          12 ALevelOtherOffice
 0          52 WDEntrywayCDoorA
 0          49 WDBedroomBWindow
 0          54 WDEntrywayDDoor
 0          53 WDEntrywayCDoorB
 0          33 HTUtility
 0          58 WDWDoorE
 0          57 WDWDoorD
 0          31 HTMasterOffice
 0          32 HTOtherLivingRoom
 0          60 WDWKitchenAWindowA

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