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​ Prediction Accuracies of Model Architectures at N = 0, k increases from 1 to 7.

​ Prediction Accuracies of Model Architectures at N = 0, k increases from 1 to 7.

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Chronic pain affects between 15 to 40% of adolescents worldwide. The impact and prevalence of chronic pain can be felt every day in terms of missed school days, strained familial relationships, and financial stress. While rehabilitation programs specifically designed for chronic pain management exist, they cannot always adapt to the idiosyncratic n...

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... longitudinal nature of the dataset naturally begs the question of whether or not a prediction can be improved given additional past data. This question can be answered by examining the behavior of a fixed N and increasing k. Figure 3 compares the various models with a fixed N of 0 and increasing the value of k. Across all models, the effect of increasing k was a significant drop in classification accuracy. ...