=== 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:    375
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_Temp_C
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

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

Ranked attributes:
 0.9082    27 HTMainEntry
 0.6776    29 HTMasterBedroom
 0.5699    30 HTMasterLivingRoom
 0.5678    26 HTKitchen
 0.4367    28 HTMasterBathroom
 0.3481    46 HTRelayDOtherBedroom
 0.3293    45 HTRelayADiningRoom
 0.3106    38 HTDoorBDiningRoomDoor
 0.2765    35 HTBathroomBTemperature
 0.25      42 HTDoorFMasterBedroom
 0.2471    39 HTDoorCUtilityDoor
 0.245     40 HTDoorDStairsInFirstFloor
 0.2409    36 HTBedroomAWindowA
 0.2402    34 HTBathroomAWindowA
 0.2154    37 HTBedroomAWindowB
 0.2012    43 HTKitchenAWindowA
 0.1977    44 HTOfficeAWindowA
 0.1968    41 HTDoorEMasterLivingDoor
 0.1382    32 HTOtherLivingRoom
 0.0239    31 HTMasterOffice
 0.0184    10 ALevelOtherLivingroom
 0.0153    33 HTUtility
 0         16 HLabelCook
 0          4 ALevelMasterBathroom
 0         18 HLabelEnter_Home
 0          3 ALevelMainEntryway
 0          5 ALevelMasterBedroom
 0         17 HLabelEat
 0          2 ALevelKitchen
 0         15 HLabelBed_Toilet_Transition
 0         12 ALevelOtherOffice
 0         14 HLabelBathe
 0         20 HLabelPersonal_Hygiene
 0         11 ALevelOtherBedroom
 0          9 ALevelOtherHallway
 0          8 ALevelOtherBathroom
 0         13 ALevelUtilityRoom
 0          7 ALevelMasterOffice
 0          6 ALevelMasterLivingRoom
 0         19 HLabelLeave_Home
 0         60 WDWKitchenAWindowA
 0         21 HLabelRelax
 0         55 WDMainDoor
 0         53 WDEntrywayCDoorB
 0         54 WDEntrywayDDoor
 0         56 WDOfficeAWindowAA
 0         51 WDEntrywayBDoorUtility
 0         57 WDWDoorD
 0         58 WDWDoorE
 0         52 WDEntrywayCDoorA
 0         50 WDDiningRoomAWindowAA
 0         22 HLabelSleep
 0         25 HLabelWork
 0         23 HLabelTake_Medicine
 0         24 HLabelWash_Dishes
 0         59 WDWDoorF
 0         49 WDBedroomBWindow
 0         47 WDBedroomAWindowA
 0         48 WDBedroomAWindowB
 0          1 ALevelDiningRoom

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