=== Run information ===

Evaluator:    weka.attributeSelection.InfoGainAttributeEval 
Search:       weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
Relation:     ChemicalSHCombinedAtmo1-weka.filters.unsupervised.attribute.Remove-R1
Instances:    186
Attributes:   51
              date
              ALevelDiningRoom
              ALevelKitchen
              ALevelMainEntryway
              ALevelMasterBathroom
              ALevelMasterBedroom
              ALevelMasterLivingRoom
              ALevelMasterOffice
              ALevelOtherBathroom
              ALevelOtherHallway
              ALevelOtherLivingroom
              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
              WDBedroomAWindowA
              WDBedroomAWindowB
              WDBedroomBWindow
              WDBedroomBWindowA
              WDBedroomBWindowB
              WDDiningRoomAWindowAA
              WDDiningRoomAWindowAB
              WDDiningRoomAWindowBA
              WDDiningRoomAWindowBB
              WDEntrywayBDoor
              WDEntrywayCDoorA
              WDEntrywayCDoorB
              WDEntrywayDDoor
              WDMainDoor
              WDOfficeAWindowAA
              WDOfficeAWindowAB
              WDOfficeAWindowBA
              WDOfficeAWindowBB
              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): 51 In_Temp_C):
	Information Gain Ranking Filter

Ranked attributes:
 2.075     1 date
 0.8426   26 HTMainEntry
 0.6501   25 HTKitchen
 0.3452   28 HTMasterBedroom
 0.3161   31 HTOtherLivingRoom
 0.3017   30 HTMasterOffice
 0.227    27 HTMasterBathroom
 0.1888   29 HTMasterLivingRoom
 0        15 HLabelCook
 0        47 WDOfficeAWindowAA
 0        21 HLabelSleep
 0        16 HLabelEat
 0        19 HLabelPersonal_Hygiene
 0        18 HLabelLeave_Home
 0        17 HLabelEnter_Home
 0        14 HLabelBed_Toilet_Transition
 0        13 HLabelBathe
 0        12 ALevelUtilityRoom
 0        11 ALevelOtherLivingroom
 0         4 ALevelMainEntryway
 0         3 ALevelKitchen
 0         2 ALevelDiningRoom
 0         5 ALevelMasterBathroom
 0         6 ALevelMasterBedroom
 0         7 ALevelMasterLivingRoom
 0        10 ALevelOtherHallway
 0         9 ALevelOtherBathroom
 0         8 ALevelMasterOffice
 0        20 HLabelRelax
 0        24 HLabelWork
 0        22 HLabelTake_Medicine
 0        40 WDDiningRoomAWindowBA
 0        39 WDDiningRoomAWindowAB
 0        23 HLabelWash_Dishes
 0        41 WDDiningRoomAWindowBB
 0        42 WDEntrywayBDoor
 0        43 WDEntrywayCDoorA
 0        44 WDEntrywayCDoorB
 0        45 WDEntrywayDDoor
 0        38 WDDiningRoomAWindowAA
 0        37 WDBedroomBWindowB
 0        36 WDBedroomBWindowA
 0        48 WDOfficeAWindowAB
 0        46 WDMainDoor
 0        49 WDOfficeAWindowBA
 0        32 HTUtility
 0        35 WDBedroomBWindow
 0        33 WDBedroomAWindowA
 0        34 WDBedroomAWindowB
 0        50 WDOfficeAWindowBB

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