=== Run information ===

Evaluator:    weka.attributeSelection.InfoGainAttributeEval 
Search:       weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
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:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 61 In_H2O_ppm):
	Information Gain Ranking Filter

Ranked attributes:
 0.5671493    29 HTMasterBedroom
 0.5047564    28 HTMasterBathroom
 0.4495554    30 HTMasterLivingRoom
 0.3986634    27 HTMainEntry
 0.3838905    40 HTDoorDStairsInFirstFloor
 0.3627889    26 HTKitchen
 0.3274607    45 HTRelayADiningRoom
 0.3247154    38 HTDoorBDiningRoomDoor
 0.3203833    39 HTDoorCUtilityDoor
 0.3136484    46 HTRelayDOtherBedroom
 0.3059414    41 HTDoorEMasterLivingDoor
 0.3045523    34 HTBathroomAWindowA
 0.2971175    36 HTBedroomAWindowA
 0.2956519    43 HTKitchenAWindowA
 0.2276817    44 HTOfficeAWindowA
 0.1859808    35 HTBathroomBTemperature
 0.143338     42 HTDoorFMasterBedroom
 0.0871625    37 HTBedroomAWindowB
 0.0275051     2 ALevelKitchen
 0.0243591     9 ALevelOtherHallway
 0.0239521     1 ALevelDiningRoom
 0.0171008    50 WDDiningRoomAWindowAA
 0.0127433     6 ALevelMasterLivingRoom
 0.0118494    51 WDEntrywayBDoorUtility
 0.0117377    13 ALevelUtilityRoom
 0.0105305     3 ALevelMainEntryway
 0.0090322    48 WDBedroomAWindowB
 0.0029617    57 WDWDoorD
 0.0001851    47 WDBedroomAWindowA
 0.0000685    58 WDWDoorE
 0            14 HLabelBathe
 0            12 ALevelOtherOffice
 0            16 HLabelCook
 0            15 HLabelBed_Toilet_Transition
 0             8 ALevelOtherBathroom
 0            11 ALevelOtherBedroom
 0             5 ALevelMasterBedroom
 0             4 ALevelMasterBathroom
 0             7 ALevelMasterOffice
 0            10 ALevelOtherLivingroom
 0            18 HLabelEnter_Home
 0            17 HLabelEat
 0            20 HLabelPersonal_Hygiene
 0            19 HLabelLeave_Home
 0            53 WDEntrywayCDoorB
 0            31 HTMasterOffice
 0            32 HTOtherLivingRoom
 0            33 HTUtility
 0            52 WDEntrywayCDoorA
 0            49 WDBedroomBWindow
 0            59 WDWDoorF
 0            54 WDEntrywayDDoor
 0            21 HLabelRelax
 0            55 WDMainDoor
 0            22 HLabelSleep
 0            23 HLabelTake_Medicine
 0            24 HLabelWash_Dishes
 0            25 HLabelWork
 0            56 WDOfficeAWindowAA
 0            60 WDWKitchenAWindowA

Selected attributes: 29,28,30,27,40,26,45,38,39,46,41,34,36,43,44,35,42,37,2,9,1,50,6,51,13,3,48,57,47,58,14,12,16,15,8,11,5,4,7,10,18,17,20,19,53,31,32,33,52,49,59,54,21,55,22,23,24,25,56,60 : 60