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F1 score for field TotalDwellTime: 0.0
F1 score for field GazePointsAOI: 0.0
F1 score for field Instances: 0.10256410256410256
F1 score for field AvTime: 0.0
F1 score for field AvPoints: 0.0
F1 score for field StDtime: 0.0
F1 score for field StDpoints: 0.0
Selected feature: Instances with index 2
F1 score for field TotalDwellTime: 0.22727272727272727
F1 score for field GazePointsAOI: 0.22727272727272727
F1 score for field AvTime: 0.2727272727272727
F1 score for field AvPoints: 0.2727272727272727
F1 score for field StDtime: 0.10526315789473684
F1 score for field StDpoints: 0.05405405405405406
Selected feature: AvTime with index 2
F1 score for field TotalDwellTime: 0.2608695652173913
F1 score for field GazePointsAOI: 0.2608695652173913
F1 score for field AvPoints: 0.2608695652173913
F1 score for field StDtime: 0.27906976744186046
F1 score for field StDpoints: 0.23809523809523808
Selected feature: StDtime with index 3
F1 score for field TotalDwellTime: 0.3111111111111111
F1 score for field GazePointsAOI: 0.3111111111111111
F1 score for field AvPoints: 0.2608695652173913
F1 score for field StDpoints: 0.24390243902439024
Selected feature: TotalDwellTime with index 0
F1 score for field GazePointsAOI: 0.2978723404255319
F1 score for field AvPoints: 0.2978723404255319
F1 score for field StDpoints: 0.2727272727272727
Selected feature: GazePointsAOI with index 0
F1 score for field AvPoints: 0.30434782608695654
F1 score for field StDpoints: 0.2727272727272727
Selected feature: AvPoints with index 0
F1 score for field StDpoints: 0.26666666666666666
Selected feature: StDpoints with index 0
picked_feats_record = ['Instances', 'AvTime', 'StDtime', 'TotalDwellTime', 'GazePointsAOI', 'AvPoints', 'StDpoints']
f1_score_feature_selection = [0.10256410256410256, 0.2727272727272727, 0.27906976744186046, 0.3111111111111111, 0.2978723404255319, 0.30434782608695654, 0.26666666666666666]