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feature selection.txt 1.89 KiB
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F1 score for field TotalDwellTime: 0.9428076256499134
F1 score for field GazePointsAOI: 0.9428076256499134
F1 score for field Instances: 0.9428076256499134
F1 score for field AvTime: 0.9428076256499134
F1 score for field AvPoints: 0.9428076256499134
F1 score for field StDtime: 0.9428076256499134
F1 score for field StDpoints: 0.9428076256499134
Selected feature: TotalDwellTime with index 0
F1 score for field GazePointsAOI: 0.9428076256499134
F1 score for field Instances: 0.9428076256499134
F1 score for field AvTime: 0.9428076256499134
F1 score for field AvPoints: 0.9428076256499134
F1 score for field StDtime: 0.9428076256499134
F1 score for field StDpoints: 0.9428076256499134
Selected feature: GazePointsAOI with index 0
F1 score for field Instances: 0.9428076256499134
F1 score for field AvTime: 0.9428076256499134
F1 score for field AvPoints: 0.9428076256499134
F1 score for field StDtime: 0.9428076256499134
F1 score for field StDpoints: 0.9428076256499134
Selected feature: Instances with index 0
F1 score for field AvTime: 0.9428076256499134
F1 score for field AvPoints: 0.9428076256499134
F1 score for field StDtime: 0.9428076256499134
F1 score for field StDpoints: 0.9428076256499134
Selected feature: AvTime with index 0
F1 score for field AvPoints: 0.9428076256499134
F1 score for field StDtime: 0.9428076256499134
F1 score for field StDpoints: 0.9428076256499134
Selected feature: AvPoints with index 0
F1 score for field StDtime: 0.9428076256499134
F1 score for field StDpoints: 0.9428076256499134
Selected feature: StDtime with index 0
F1 score for field StDpoints: 0.9428076256499134
Selected feature: StDpoints with index 0


picked_feats_record = ['TotalDwellTime', 'GazePointsAOI', 'Instances', 'AvTime', 'AvPoints', 'StDtime', 'StDpoints']
f1_score_feature_selection = [0.9428076256499134, 0.9428076256499134, 0.9428076256499134, 0.9428076256499134, 0.9428076256499134, 0.9428076256499134, 0.9428076256499134]