=== 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:    581
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_CO2_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_CO2_ppm):
	Information Gain Ranking Filter

Ranked attributes:
 0.4206135    30 HTMasterLivingRoom
 0.3949655    26 HTKitchen
 0.3918015    29 HTMasterBedroom
 0.3867835    27 HTMainEntry
 0.3147764    28 HTMasterBathroom
 0.2998258    34 HTBathroomAWindowA
 0.2964009    36 HTBedroomAWindowA
 0.287307     43 HTKitchenAWindowA
 0.2631024    44 HTOfficeAWindowA
 0.2533541    38 HTDoorBDiningRoomDoor
 0.250411     46 HTRelayDOtherBedroom
 0.2268917    41 HTDoorEMasterLivingDoor
 0.2172544    39 HTDoorCUtilityDoor
 0.2067305    45 HTRelayADiningRoom
 0.2019351    40 HTDoorDStairsInFirstFloor
 0.1392025    42 HTDoorFMasterBedroom
 0.1357084    35 HTBathroomBTemperature
 0.1149563    37 HTBedroomAWindowB
 0.0175242     5 ALevelMasterBedroom
 0.0145852    32 HTOtherLivingRoom
 0.0134322    22 HLabelSleep
 0.0084283    50 WDDiningRoomAWindowAA
 0.005706      1 ALevelDiningRoom
 0.0056876    48 WDBedroomAWindowB
 0.0049642     2 ALevelKitchen
 0.0047366    55 WDMainDoor
 0.0043057    23 HLabelTake_Medicine
 0.0035495    56 WDOfficeAWindowAA
 0.0008586    59 WDWDoorF
 0.0000514    58 WDWDoorE
 0            11 ALevelOtherBedroom
 0            14 HLabelBathe
 0            12 ALevelOtherOffice
 0            10 ALevelOtherLivingroom
 0            13 ALevelUtilityRoom
 0            47 WDBedroomAWindowA
 0             9 ALevelOtherHallway
 0            16 HLabelCook
 0             3 ALevelMainEntryway
 0             4 ALevelMasterBathroom
 0             6 ALevelMasterLivingRoom
 0             7 ALevelMasterOffice
 0             8 ALevelOtherBathroom
 0            15 HLabelBed_Toilet_Transition
 0            19 HLabelLeave_Home
 0            17 HLabelEat
 0            33 HTUtility
 0            52 WDEntrywayCDoorA
 0            51 WDEntrywayBDoorUtility
 0            53 WDEntrywayCDoorB
 0            49 WDBedroomBWindow
 0            31 HTMasterOffice
 0            54 WDEntrywayDDoor
 0            18 HLabelEnter_Home
 0            21 HLabelRelax
 0            20 HLabelPersonal_Hygiene
 0            57 WDWDoorD
 0            25 HLabelWork
 0            24 HLabelWash_Dishes
 0            60 WDWKitchenAWindowA

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