=== 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:    806
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_Dylos_small
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

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

Ranked attributes:
 0.17535    26 HTKitchen
 0.10432    43 HTKitchenAWindowA
 0.10388    36 HTBedroomAWindowA
 0.09623    38 HTDoorBDiningRoomDoor
 0.09142    45 HTRelayADiningRoom
 0.0883     44 HTOfficeAWindowA
 0.08451    37 HTBedroomAWindowB
 0.06799    34 HTBathroomAWindowA
 0.0667     42 HTDoorFMasterBedroom
 0.06475    39 HTDoorCUtilityDoor
 0.06159    40 HTDoorDStairsInFirstFloor
 0.06045    29 HTMasterBedroom
 0.05789    35 HTBathroomBTemperature
 0.05221    41 HTDoorEMasterLivingDoor
 0.05057    46 HTRelayDOtherBedroom
 0.04632    30 HTMasterLivingRoom
 0.04072    27 HTMainEntry
 0.00686     4 ALevelMasterBathroom
 0.00409    32 HTOtherLivingRoom
 0.00294    10 ALevelOtherLivingroom
 0          17 HLabelEat
 0           3 ALevelMainEntryway
 0          16 HLabelCook
 0          13 ALevelUtilityRoom
 0           2 ALevelKitchen
 0          18 HLabelEnter_Home
 0          19 HLabelLeave_Home
 0          15 HLabelBed_Toilet_Transition
 0          14 HLabelBathe
 0          12 ALevelOtherOffice
 0           9 ALevelOtherHallway
 0          11 ALevelOtherBedroom
 0          21 HLabelRelax
 0           8 ALevelOtherBathroom
 0           5 ALevelMasterBedroom
 0           7 ALevelMasterOffice
 0           6 ALevelMasterLivingRoom
 0          20 HLabelPersonal_Hygiene
 0          60 WDWKitchenAWindowA
 0          22 HLabelSleep
 0          53 WDEntrywayCDoorB
 0          52 WDEntrywayCDoorA
 0          50 WDDiningRoomAWindowAA
 0          54 WDEntrywayDDoor
 0          55 WDMainDoor
 0          56 WDOfficeAWindowAA
 0          57 WDWDoorD
 0          58 WDWDoorE
 0          51 WDEntrywayBDoorUtility
 0          49 WDBedroomBWindow
 0          23 HLabelTake_Medicine
 0          25 HLabelWork
 0          24 HLabelWash_Dishes
 0          48 WDBedroomAWindowB
 0          28 HTMasterBathroom
 0          59 WDWDoorF
 0          31 HTMasterOffice
 0          33 HTUtility
 0          47 WDBedroomAWindowA
 0           1 ALevelDiningRoom

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