=== 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_m105_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_m105_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.4763   25 HTMainEntry
 0.3059   30 HTOtherLivingRoom
 0.1621   29 HTMasterOffice
 0.1471   26 HTMasterBathroom
 0.1432   24 HTKitchen
 0.1357   31 HTUtility
 0.1331   27 HTMasterBedroom
 0.0829   42 WDEntrywayCDoorA
 0        17 HLabelLeave_Home
 0        14 HLabelCook
 0        16 HLabelEnter_Home
 0        19 HLabelRelax
 0        18 HLabelPersonal_Hygiene
 0        15 HLabelEat
 0        13 HLabelBed_Toilet_Transition
 0        21 HLabelTake_Medicine
 0         6 ALevelMasterLivingRoom
 0         4 ALevelMasterBathroom
 0         3 ALevelMainEntryway
 0         2 ALevelKitchen
 0         5 ALevelMasterBedroom
 0         7 ALevelMasterOffice
 0        12 HLabelBathe
 0         8 ALevelOtherBathroom
 0        11 ALevelUtilityRoom
 0        10 ALevelOtherLivingroom
 0         9 ALevelOtherHallway
 0        20 HLabelSleep
 0        49 WDOfficeAWindowBB
 0        22 HLabelWash_Dishes
 0        41 WDEntrywayBDoor
 0        40 WDDiningRoomAWindowBB
 0        23 HLabelWork
 0        43 WDEntrywayCDoorB
 0        44 WDEntrywayDDoor
 0        45 WDMainDoor
 0        46 WDOfficeAWindowAA
 0        47 WDOfficeAWindowAB
 0        39 WDDiningRoomAWindowBA
 0        38 WDDiningRoomAWindowAB
 0        37 WDDiningRoomAWindowAA
 0        32 WDBedroomAWindowA
 0        48 WDOfficeAWindowBA
 0        28 HTMasterLivingRoom
 0        33 WDBedroomAWindowB
 0        36 WDBedroomBWindowB
 0        34 WDBedroomBWindow
 0        35 WDBedroomBWindowA
 0         1 ALevelDiningRoom

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