=== 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:     Atmo1Atmo2-weka.filters.unsupervised.attribute.Remove-R1-2
Instances:    581
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_H2O_ppm
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: 1199
	Merit of best subset found:    0.713

Attribute Subset Evaluator (supervised, Class (nominal): 61 In_H2O_ppm):
	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: 2,7,10,16,19,22,25,26,27,28,30,33,40,47,48 : 15
                     ALevelKitchen
                     ALevelMasterOffice
                     ALevelOtherLivingroom
                     HLabelCook
                     HLabelLeave_Home
                     HLabelSleep
                     HLabelWork
                     HTKitchen
                     HTMainEntry
                     HTMasterBathroom
                     HTMasterLivingRoom
                     HTUtility
                     HTDoorDStairsInFirstFloor
                     WDBedroomAWindowA
                     WDBedroomAWindowB