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There are a few problems with this happy prediction.
Using McNemar's test we find that including sleep features does not significantly improve the classifiers for the stress or healthy prediction, but does significantly improve the classifier for the happy prediction (p<0.15).
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When including sleep features, the accuracies were improved for the stress and happy predictions to 80.67%, 80.40%, respectively; however the healthy prediction accuracy worsened slightly to 83.12%.
There were happy predictions that having finished third and then second, Ghana would complete their ascent by winning in Libreville on Sunday, but football doesn't dole out trophies just because it's somebody's turn.
The Congressional Budget Office (CBO) and the Office of the National Coordinator for Health Information Technology (ONC), both of which touted the first RAND study, have not issued reassessments of their happy predictions but continue to promote HIT's cost savings and improved patient safety.
I only wish I could make such happy predictions for those I love.
I was fairly happy with the prediction show; the actual trick itself".
Packer fans are happy to offer predictions of how the Vikings and Viking fans will feel should Favre go through another retirement drama in 2010.
Today, he couldn't be happier admitting his prediction wrong: "Gas prices are spectacular".
Predictable predictions?
Others stall along the way, sick or well, defying our dire predictions and happy reassurances alike.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com