=== Run information ===

Evaluator:    weka.attributeSelection.InfoGainAttributeEval 
Search:       weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
Relation:     ChemicalSHCombinedAtmo1-weka.filters.unsupervised.attribute.Remove-R1-2
Instances:    162
Attributes:   50
              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_m107_ppb
Evaluation mode:    evaluate on all training data



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

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 50 In_m107_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.406   25 HTMainEntry
 0.195   30 HTOtherLivingRoom
 0.191   31 HTUtility
 0.162   29 HTMasterOffice
 0.139   24 HTKitchen
 0        5 ALevelMasterBedroom
 0        3 ALevelMainEntryway
 0        4 ALevelMasterBathroom
 0       16 HLabelEnter_Home
 0        2 ALevelKitchen
 0       18 HLabelPersonal_Hygiene
 0       19 HLabelRelax
 0       20 HLabelSleep
 0       21 HLabelTake_Medicine
 0       17 HLabelLeave_Home
 0       15 HLabelEat
 0        6 ALevelMasterLivingRoom
 0        8 ALevelOtherBathroom
 0        7 ALevelMasterOffice
 0       14 HLabelCook
 0        9 ALevelOtherHallway
 0       10 ALevelOtherLivingroom
 0       11 ALevelUtilityRoom
 0       12 HLabelBathe
 0       22 HLabelWash_Dishes
 0       13 HLabelBed_Toilet_Transition
 0       49 WDOfficeAWindowBB
 0       23 HLabelWork
 0       41 WDEntrywayBDoor
 0       40 WDDiningRoomAWindowBB
 0       43 WDEntrywayCDoorB
 0       42 WDEntrywayCDoorA
 0       44 WDEntrywayDDoor
 0       48 WDOfficeAWindowBA
 0       47 WDOfficeAWindowAB
 0       46 WDOfficeAWindowAA
 0       45 WDMainDoor
 0       39 WDDiningRoomAWindowBA
 0       38 WDDiningRoomAWindowAB
 0       37 WDDiningRoomAWindowAA
 0       27 HTMasterBedroom
 0       26 HTMasterBathroom
 0       36 WDBedroomBWindowB
 0       28 HTMasterLivingRoom
 0       32 WDBedroomAWindowA
 0       33 WDBedroomAWindowB
 0       34 WDBedroomBWindow
 0       35 WDBedroomBWindowA
 0        1 ALevelDiningRoom

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