=== 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:    580
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_CH4_ppm
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 61 In_CH4_ppm):
	Information Gain Ranking Filter

Ranked attributes:
 0.5148523    29 HTMasterBedroom
 0.4397901    27 HTMainEntry
 0.3648451    28 HTMasterBathroom
 0.3483851    26 HTKitchen
 0.3250369    30 HTMasterLivingRoom
 0.3239858    45 HTRelayADiningRoom
 0.2967444    41 HTDoorEMasterLivingDoor
 0.2963415    34 HTBathroomAWindowA
 0.2933791    38 HTDoorBDiningRoomDoor
 0.2925786    40 HTDoorDStairsInFirstFloor
 0.2890975    36 HTBedroomAWindowA
 0.2838093    39 HTDoorCUtilityDoor
 0.2834507    46 HTRelayDOtherBedroom
 0.2619349    43 HTKitchenAWindowA
 0.2303381    44 HTOfficeAWindowA
 0.1812981    35 HTBathroomBTemperature
 0.1478982    42 HTDoorFMasterBedroom
 0.080289     37 HTBedroomAWindowB
 0.0454007    50 WDDiningRoomAWindowAA
 0.0393926     9 ALevelOtherHallway
 0.0276087     1 ALevelDiningRoom
 0.0257055     2 ALevelKitchen
 0.0158925     6 ALevelMasterLivingRoom
 0.0152715    13 ALevelUtilityRoom
 0.0136832    48 WDBedroomAWindowB
 0.0122593     3 ALevelMainEntryway
 0.0060338    33 HTUtility
 0.0054282    25 HLabelWork
 0.005006     19 HLabelLeave_Home
 0.0043311    14 HLabelBathe
 0.0036683    17 HLabelEat
 0.0000515    58 WDWDoorE
 0            10 ALevelOtherLivingroom
 0            16 HLabelCook
 0             4 ALevelMasterBathroom
 0            11 ALevelOtherBedroom
 0            15 HLabelBed_Toilet_Transition
 0             5 ALevelMasterBedroom
 0             7 ALevelMasterOffice
 0             8 ALevelOtherBathroom
 0            12 ALevelOtherOffice
 0            47 WDBedroomAWindowA
 0            20 HLabelPersonal_Hygiene
 0            18 HLabelEnter_Home
 0            59 WDWDoorF
 0            32 HTOtherLivingRoom
 0            53 WDEntrywayCDoorB
 0            52 WDEntrywayCDoorA
 0            51 WDEntrywayBDoorUtility
 0            49 WDBedroomBWindow
 0            31 HTMasterOffice
 0            54 WDEntrywayDDoor
 0            21 HLabelRelax
 0            55 WDMainDoor
 0            22 HLabelSleep
 0            23 HLabelTake_Medicine
 0            24 HLabelWash_Dishes
 0            57 WDWDoorD
 0            56 WDOfficeAWindowAA
 0            60 WDWKitchenAWindowA

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