=== Run information ===

Evaluator:    weka.attributeSelection.WrapperSubsetEval -B weka.classifiers.trees.RandomForest -F 5 -T 0.01 -R 1 -E DEFAULT -- -P 100 -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1
Search:       weka.attributeSelection.BestFirst -D 1 -N 5
Relation:     ChemicalSHCombinedAtmo1-weka.filters.unsupervised.attribute.Remove-R1-2
Instances:    184
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_O3_ppb
Evaluation mode:    evaluate on all training data



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

Search Method:
	Best first.
	Start set: no attributes
	Search direction: forward
	Stale search after 5 node expansions
	Total number of subsets evaluated: 606
	Merit of best subset found:    0.489

Attribute Subset Evaluator (supervised, Class (nominal): 50 In_O3_ppb):
	Wrapper Subset Evaluator
	Learning scheme: weka.classifiers.trees.RandomForest
	Scheme options: -P 100 -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 
	Subset evaluation: classification accuracy
	Number of folds for accuracy estimation: 5

Selected attributes: 14,15,21,23,24,27,28,33 : 8
                     HLabelCook
                     HLabelEat
                     HLabelTake_Medicine
                     HLabelWork
                     HTKitchen
                     HTMasterBedroom
                     HTMasterLivingRoom
                     WDBedroomAWindowB