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We developed a framework to extract more than 1400 features from standard mobile phone data and to use them to predict useful individual characteristics and group estimates.
Chin et al. [16] propose an exaggeration mapping (EM) method that transforms the facial motions in exaggerated motions and use them to predict the Myers-Briggs Type Indicator (MBTI) personality traits with an overall prediction accuracy of 60%.
When you examine the effect of the interaction terms of PER * minutes played, and RPM * minutes played, and use them to predict team winning percentage, only the RPM interaction term has any significant predictive value (p <.05).
He was attracted to them because of the way analysts could use them to predict the future.
The only reason that no elite preschool has adopted DNA tests is that no one has figured out how to use them to predict academic achievement.
These are people who take pretty brain-scan images and claim they can use them to predict what product somebody will buy, what party they will vote for, whether they are lying or not or whether a criminal should be held responsible for his crime.
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We developed a framework to extract more than 1400 features from standard mobile phone data and used them to predict useful individual characteristics and group estimates.
After selecting relevant descriptors for each ORN (cf. next section), we trained 30,000 ANN models per ORN, selected those with the highest predictive power, and used them to predict ORN responses to 21 compounds, which were subsequently tested in vivo (in the following referred to as "test data").
16 Our work extends this effort by introducing a new burden score, integrating it with other sociodemographic and clinical measures, using them to predict specific outcomes, and validating a prediction tool in more than 75 000 patients admitted across two hospital systems.
The utility of inferred relationship matrices can be validated in the normal manner that is, by using them to predict genetic merit for complex phenotypes using best linear unbiased prediction (BLUP) and evaluating their accuracy.
In order to assess the predictive power of the binding probabilities, we first used them to predict known TF target gene interactions from the Incyte YPD database by using a 5-fold cross-validation approach.
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