=== 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_m137_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_m137_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.412751    28 HTMasterBathroom
 0.364834    29 HTMasterBedroom
 0.337452    26 HTKitchen
 0.29093     27 HTMainEntry
 0.253514    30 HTMasterLivingRoom
 0.237172    34 HTBathroomAWindowA
 0.18007     39 HTDoorCUtilityDoor
 0.179659    41 HTDoorEMasterLivingDoor
 0.177102    35 HTBathroomBTemperature
 0.175675    43 HTKitchenAWindowA
 0.174823    42 HTDoorFMasterBedroom
 0.164005    36 HTBedroomAWindowA
 0.160413    37 HTBedroomAWindowB
 0.154145    38 HTDoorBDiningRoomDoor
 0.131441    40 HTDoorDStairsInFirstFloor
 0.126733    45 HTRelayADiningRoom
 0.110759    46 HTRelayDOtherBedroom
 0.11038     44 HTOfficeAWindowA
 0.047072    50 WDDiningRoomAWindowAA
 0.041391     1 ALevelDiningRoom
 0.039432     9 ALevelOtherHallway
 0.035683     2 ALevelKitchen
 0.029488    48 WDBedroomAWindowB
 0.027723    31 HTMasterOffice
 0.021805    22 HLabelSleep
 0.015668     3 ALevelMainEntryway
 0.01034      6 ALevelMasterLivingRoom
 0.007189    13 ALevelUtilityRoom
 0.006421    15 HLabelBed_Toilet_Transition
 0.00091     59 WDWDoorF
 0           16 HLabelCook
 0           14 HLabelBathe
 0           12 ALevelOtherOffice
 0           47 WDBedroomAWindowA
 0           11 ALevelOtherBedroom
 0           10 ALevelOtherLivingroom
 0            4 ALevelMasterBathroom
 0            5 ALevelMasterBedroom
 0            7 ALevelMasterOffice
 0            8 ALevelOtherBathroom
 0           18 HLabelEnter_Home
 0           17 HLabelEat
 0           20 HLabelPersonal_Hygiene
 0           19 HLabelLeave_Home
 0           32 HTOtherLivingRoom
 0           54 WDEntrywayDDoor
 0           53 WDEntrywayCDoorB
 0           52 WDEntrywayCDoorA
 0           51 WDEntrywayBDoorUtility
 0           49 WDBedroomBWindow
 0           33 HTUtility
 0           55 WDMainDoor
 0           21 HLabelRelax
 0           56 WDOfficeAWindowAA
 0           23 HLabelTake_Medicine
 0           24 HLabelWash_Dishes
 0           25 HLabelWork
 0           58 WDWDoorE
 0           57 WDWDoorD
 0           60 WDWKitchenAWindowA

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