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Nevertheless the stochastic step involved in the phylogeny-based method renders its predictions less reliable which is reflected by the weak predictive power of the method by itself.
The authors concluded that technical analysis has weak predictive power whether or not brokerage fees are considered.
In contrast, sequence and conservation features have relatively weak predictive power (AUC less than 0.6).
To study the reasons leading to weak predictive power we investigated the parameter estimation quality.
True model structures might fail to be validated due to weak predictive power of some partitioning schemes.
Of the cardiovascular risk factors, only p-glucose showed a weak predictive power for LF on one occasion.
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The ABSI showed the weakest predictive power, while the BRI might be used as an alternative obesity measure for assessing DM.
However, social influence had somewhat weaker predictive power (in the same direction) for males' practiced techniques at all ages, attaining statistical significance only in some years.
A single standardized BP has strong predictive power for LV hypertrophy and performs just as well as more resource intensive cumulative measurements, whereas pre-dialysis blood pressure measurements have the weakest predictive power for LV hypertrophy.
We also found that two-step pseudo-absences result in models that fit the data better than random pseudo-absences, however we also found that two step pseudo-absences result in models with weaker predictive power because they lead to overfitting.
Consistent with the studies from Western and Asian countries [ 20, 22, 23, 27], our study also found that after adjusting for age, race, family income, education, smoking, and alcohol status, ABSI showed the weakest predictive power for DM compared to other anthropometric indices.
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