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Although all three models improve AIC values significantly from the null hypothesis, the boxcar model is significant against the combined models in the Boso and Tokyo swarms.
The mean error rate (MER) was used to explain the comparison of predicted and actual values between single ARIMA and ARIMA-BPNN combined models in 2012.
The performance of the clinical, genomic and combined models in all patients and ER-positive patients was also compared to the other known 4 prognostic signatures with and without the addition of clinical variables.
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Outputs of the combined model in the form of probabilistic hazard maps are demonstrated for lahar scenarios originating from Mangatoetoenui Glacier, Mt. Ruapehu, New Zealand.
We then present the results obtained with the combined model in dialyzed patients.
Combined modeling in the GEHA study showed that APOE4 (p = 0.02) and APOE2 (p = 1.0 × 10−5) account for the linkage at 19q.
The AUC of the combined model in the overall cohort was 0.81 (95%CI: 0.77-0.86) for mortality prediction and 0.74 (95%CI: 0.70-0.79) for adverse event prediction (p < 0.0001 compared to CURB65 score for both comparisons).
They might be executing similar models, defining new ones, or combining models in creative ways.
One potential approach to this problem is to combine models in a way that maximizes overall predictive skill.
We assessed discrimination of the baseline, genetic, and combined models; improvement in discrimination; and clinical usefulness of updating the baseline model with genetic variants.
Results of analyses for individual traits and combined models are provided in Additional file 1: Tables S5 and S6.
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