=== 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_m93_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_m93_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.8271    29 HTMasterBedroom
 0.6961    28 HTMasterBathroom
 0.6022    27 HTMainEntry
 0.4388    30 HTMasterLivingRoom
 0.4023    39 HTDoorCUtilityDoor
 0.3611    46 HTRelayDOtherBedroom
 0.3601    45 HTRelayADiningRoom
 0.3565    40 HTDoorDStairsInFirstFloor
 0.342     38 HTDoorBDiningRoomDoor
 0.3417    35 HTBathroomBTemperature
 0.3137    41 HTDoorEMasterLivingDoor
 0.3086    43 HTKitchenAWindowA
 0.2938    26 HTKitchen
 0.2747    34 HTBathroomAWindowA
 0.2742    36 HTBedroomAWindowA
 0.2579    42 HTDoorFMasterBedroom
 0.1932    37 HTBedroomAWindowB
 0.1858    44 HTOfficeAWindowA
 0.0402     9 ALevelOtherHallway
 0.0278    51 WDEntrywayBDoorUtility
 0.0277    32 HTOtherLivingRoom
 0.0181    31 HTMasterOffice
 0         18 HLabelEnter_Home
 0          4 ALevelMasterBathroom
 0         15 HLabelBed_Toilet_Transition
 0          3 ALevelMainEntryway
 0         16 HLabelCook
 0         14 HLabelBathe
 0          2 ALevelKitchen
 0         17 HLabelEat
 0          8 ALevelOtherBathroom
 0         13 ALevelUtilityRoom
 0         12 ALevelOtherOffice
 0         10 ALevelOtherLivingroom
 0         11 ALevelOtherBedroom
 0          7 ALevelMasterOffice
 0          5 ALevelMasterBedroom
 0          6 ALevelMasterLivingRoom
 0         20 HLabelPersonal_Hygiene
 0         19 HLabelLeave_Home
 0         60 WDWKitchenAWindowA
 0         21 HLabelRelax
 0         55 WDMainDoor
 0         53 WDEntrywayCDoorB
 0         54 WDEntrywayDDoor
 0         56 WDOfficeAWindowAA
 0         50 WDDiningRoomAWindowAA
 0         57 WDWDoorD
 0         58 WDWDoorE
 0         52 WDEntrywayCDoorA
 0         49 WDBedroomBWindow
 0         22 HLabelSleep
 0         25 HLabelWork
 0         23 HLabelTake_Medicine
 0         24 HLabelWash_Dishes
 0         59 WDWDoorF
 0         48 WDBedroomAWindowB
 0         33 HTUtility
 0         47 WDBedroomAWindowA
 0          1 ALevelDiningRoom

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