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Table 3 Precision (Pr.), Recall (Re.), AUCROC and F1-score of the classifiers obtained with 10-fold-cross-validation and variations of \(\pmb{t_{\mathrm{hor}}}\) and \(\pmb{t_{\mathrm{hist}}}\)

From: Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors

   \(\boldsymbol{t_{\mathrm{hist}} = 0}\) \(\boldsymbol{t_{\mathrm{hist}} = 1}\) \(\boldsymbol{t_{\mathrm{hist}} = 2}\)
   Pr. AUCROC Re. F1 Pr. AUCROC Re. F1 Pr. AUCROC Re. F1
\(t_{\mathrm{hor}} = 0\) LR 0.67 0.5 0.96 0.79 0.67 0.5 1.0 0.8 0.68 0.51 1.0 0.81
RF 0.68 0.51 0.72 0.7 0.71 0.56 0.74 0.73 0.73 0.59 0.78 0.75
GBT 0.69 0.53 0.81 0.74 0.74 0.61 0.84 0.79 0.7 0.56 0.82 0.76
\(t_{\mathrm{hor}} = 1\) LR 0.68 0.5 0.93 0.78 0.67 0.49 0.95 0.78 0.68 0.52 0.96 0.8
RF 0.74 0.6 0.73 0.73 0.71 0.55 0.76 0.73 0.7 0.54 0.72 0.71
GBT 0.7 0.54 0.77 0.73 0.74 0.62 0.87 0.8 0.71 0.56 0.8 0.75
\(t_{\mathrm{hor}} = 2\) LR 0.68 0.51 0.99 0.81 0.68 0.51 0.91 0.78 0.68 0.5 0.95 0.79
RF 0.71 0.55 0.76 0.73 0.73 0.58 0.72 0.73 0.72 0.57 0.74 0.73
GBT 0.71 0.55 0.85 0.77 0.72 0.57 0.81 0.76 0.72 0.57 0.84 0.77