=== 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:    501
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_large
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_large):
	Information Gain Ranking Filter

Ranked attributes:
 0.14826    26 HTKitchen
 0.14711     9 ALevelOtherHallway
 0.1128      2 ALevelKitchen
 0.08236    30 HTMasterLivingRoom
 0.08044     1 ALevelDiningRoom
 0.07013     6 ALevelMasterLivingRoom
 0.06414    44 HTOfficeAWindowA
 0.06382    13 ALevelUtilityRoom
 0.05873     3 ALevelMainEntryway
 0.05512     4 ALevelMasterBathroom
 0.05228    43 HTKitchenAWindowA
 0.04964    20 HLabelPersonal_Hygiene
 0.04924    36 HTBedroomAWindowA
 0.0473     29 HTMasterBedroom
 0.0454     19 HLabelLeave_Home
 0.04271    45 HTRelayADiningRoom
 0.04141    28 HTMasterBathroom
 0.04102    42 HTDoorFMasterBedroom
 0.04045    46 HTRelayDOtherBedroom
 0.04017    35 HTBathroomBTemperature
 0.03981    27 HTMainEntry
 0.0389     22 HLabelSleep
 0.03752    38 HTDoorBDiningRoomDoor
 0.03749    21 HLabelRelax
 0.03604    41 HTDoorEMasterLivingDoor
 0.03466    37 HTBedroomAWindowB
 0.03287    34 HTBathroomAWindowA
 0.03217    55 WDMainDoor
 0.03193    24 HLabelWash_Dishes
 0.03111    50 WDDiningRoomAWindowAA
 0.02957     7 ALevelMasterOffice
 0.02955    51 WDEntrywayBDoorUtility
 0.02665     5 ALevelMasterBedroom
 0.02621    18 HLabelEnter_Home
 0.02141    25 HLabelWork
 0.02086    16 HLabelCook
 0.01862     8 ALevelOtherBathroom
 0.01673    52 WDEntrywayCDoorA
 0.01646    23 HLabelTake_Medicine
 0.00157    11 ALevelOtherBedroom
 0          53 WDEntrywayCDoorB
 0          12 ALevelOtherOffice
 0          58 WDWDoorE
 0          57 WDWDoorD
 0          14 HLabelBathe
 0          10 ALevelOtherLivingroom
 0          32 HTOtherLivingRoom
 0          15 HLabelBed_Toilet_Transition
 0          56 WDOfficeAWindowAA
 0          54 WDEntrywayDDoor
 0          33 HTUtility
 0          59 WDWDoorF
 0          39 HTDoorCUtilityDoor
 0          40 HTDoorDStairsInFirstFloor
 0          31 HTMasterOffice
 0          47 WDBedroomAWindowA
 0          17 HLabelEat
 0          49 WDBedroomBWindow
 0          48 WDBedroomAWindowB
 0          60 WDWKitchenAWindowA

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