=== 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_m45_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_m45_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.496     26 HTKitchen
 0.4315    28 HTMasterBathroom
 0.336     29 HTMasterBedroom
 0.2828    41 HTDoorEMasterLivingDoor
 0.2722    35 HTBathroomBTemperature
 0.2662    39 HTDoorCUtilityDoor
 0.2477    34 HTBathroomAWindowA
 0.2471    42 HTDoorFMasterBedroom
 0.2469    36 HTBedroomAWindowA
 0.2301    46 HTRelayDOtherBedroom
 0.2264    38 HTDoorBDiningRoomDoor
 0.2236    45 HTRelayADiningRoom
 0.2235    43 HTKitchenAWindowA
 0.2129    40 HTDoorDStairsInFirstFloor
 0.1916    37 HTBedroomAWindowB
 0.1825    27 HTMainEntry
 0.1565    30 HTMasterLivingRoom
 0.1457    44 HTOfficeAWindowA
 0.0423    50 WDDiningRoomAWindowAA
 0.0402     1 ALevelDiningRoom
 0.0334     9 ALevelOtherHallway
 0.0323     2 ALevelKitchen
 0.0277    33 HTUtility
 0.0244     6 ALevelMasterLivingRoom
 0.0223    48 WDBedroomAWindowB
 0          5 ALevelMasterBedroom
 0          4 ALevelMasterBathroom
 0         14 HLabelBathe
 0         15 HLabelBed_Toilet_Transition
 0         16 HLabelCook
 0         17 HLabelEat
 0         18 HLabelEnter_Home
 0         13 ALevelUtilityRoom
 0         12 ALevelOtherOffice
 0         11 ALevelOtherBedroom
 0          7 ALevelMasterOffice
 0          3 ALevelMainEntryway
 0          8 ALevelOtherBathroom
 0         10 ALevelOtherLivingroom
 0         19 HLabelLeave_Home
 0         47 WDBedroomAWindowA
 0         20 HLabelPersonal_Hygiene
 0         21 HLabelRelax
 0         53 WDEntrywayCDoorB
 0         32 HTOtherLivingRoom
 0         54 WDEntrywayDDoor
 0         52 WDEntrywayCDoorA
 0         22 HLabelSleep
 0         51 WDEntrywayBDoorUtility
 0         49 WDBedroomBWindow
 0         31 HTMasterOffice
 0         59 WDWDoorF
 0         55 WDMainDoor
 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: 26,28,29,41,35,39,34,42,36,46,38,45,43,40,37,27,30,44,50,1,9,2,33,6,48,5,4,14,15,16,17,18,13,12,11,7,3,8,10,19,47,20,21,53,32,54,52,22,51,49,31,59,55,56,23,24,25,58,57,60 : 60