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F1 score for field TotalDwellTime: 0.8884826325411335
F1 score for field GazePointsAOI: 0.8884826325411335
F1 score for field Instances: 0.8827838827838828
F1 score for field AvTime: 0.8905109489051095
F1 score for field AvPoints: 0.8905109489051095
F1 score for field StDtime: 0.8888888888888888
F1 score for field StDpoints: 0.8888888888888888
Selected feature: AvTime with index 3
F1 score for field TotalDwellTime: 0.8782287822878229
F1 score for field GazePointsAOI: 0.8782287822878229
F1 score for field Instances: 0.8798521256931608
F1 score for field AvPoints: 0.8823529411764706
F1 score for field StDtime: 0.8905109489051095
F1 score for field StDpoints: 0.8905109489051095
Selected feature: StDtime with index 4
F1 score for field TotalDwellTime: 0.8782287822878229
F1 score for field GazePointsAOI: 0.8782287822878229
F1 score for field Instances: 0.8798521256931608
F1 score for field AvPoints: 0.8823529411764706
F1 score for field StDpoints: 0.8905109489051095
Selected feature: StDpoints with index 4
F1 score for field TotalDwellTime: 0.8802946593001841
F1 score for field GazePointsAOI: 0.8802946593001841
F1 score for field Instances: 0.8802946593001841
F1 score for field AvPoints: 0.8802946593001841
Selected feature: TotalDwellTime with index 0
F1 score for field GazePointsAOI: 0.8761552680221811
F1 score for field Instances: 0.8719851576994434
F1 score for field AvPoints: 0.8782287822878229
Selected feature: AvPoints with index 2
F1 score for field GazePointsAOI: 0.8761552680221811
F1 score for field Instances: 0.87569573283859
Selected feature: GazePointsAOI with index 0
F1 score for field Instances: 0.8736059479553904
Selected feature: Instances with index 0
picked_feats_record = ['AvTime', 'StDtime', 'StDpoints', 'TotalDwellTime', 'AvPoints', 'GazePointsAOI', 'Instances']
f1_score_feature_selection = [0.8905109489051095, 0.8905109489051095, 0.8905109489051095, 0.8782287822878229, 0.8802946593001841, 0.8761552680221811, 0.8736059479553904]