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Table 3 Performance of logistic regression models predicting the subphase or location of fixations (n = 22,747 Comparison-phase fixations on the right image from 675 trials). Model performance is compared using area under the (receiver operating characteristic) curve (AUC). No cross-terms were used in these models: each model had one degree of freedom for each predictor term

From: Gaze behavior and cognitive states during fingerprint target group localization

Model Cropped
13,770 fixations
Latent and Plain
8794 fixations
Subphase A Subphase C Subphase A Subphase C
Speed3 0.73 0.81 0.80 0.69
PercentOfFixesInCell 0.67 0.84 0.74 0.73
TimeInImage 0.46 0.75 0.60 0.52
DetailedBackAndForth 0.63 0.68 0.65 0.57
Speed3 + PercentOfFixesInCell 0.74 0.87 0.83 0.76
Speed3 + TimeInImage 0.72 0.86 0.79 0.70
Speed3 + DetailedBackAndForth 0.74 0.83 0.81 0.69
TimeInImage + DetailedBackAndForth 0.66 0.79 0.72 0.56
Speed3 + TimeInImage + DetailedBackAndForth 0.74 0.86 0.81 0.70
Speed3 + PercentOfFixesInCell + TimeInImage + DetailedBackAndForth 0.78 0.89 0.84 0.76