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As tree ensembles have proven to be a successful predictive modeling approach, we investigate the use of tree ensembles for solving the regression problem.
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It is possible that a successful predictive model, trained on the entirety of depressed Instagram users' posting histories, might not actually detect depressive signals, per se, but rather purposeful content choices intended to convey a depressive condition.
These assays were combined into one training set that produced a successful predictive cytotoxicity model with a ROC score of 0.842 ± 0.002.
A successful predictive tool should forecast the likelihood of both high- and low-disease abundance.
If we built a predictive model of CEO performance, it's possible that John would be a better predictor of being a successful CEO than the female gender.
He's a successful businessman".
"Russia is a successful country.
That is a successful play!
Singapore was a successful conference.
Clinical champions have often proved to be essential in successful predictive analytics implementation — and health IT implementation generally.
The obvious answer is that successful predictive categories are actually tracking the causal structure in the world that accounts for the shared nature of the different instances, so we should aim for a stronger validation of the diagnosis than mere predictive validity.
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