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]