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For each of the six models, the Type I error rates were calculated among converged model fits as the proportion of p-values from two-sided Wald tests that were less than 0.05.
Corley et al. [ 17] found only four event prediction models (the type described in this article) and suggested that this was because of the difficulty in creating a model that truly predicts disease events.
Differences between experimental models, the type of metabolic disease and the severity of myocardial substrate derangements challenge the identification of unifying mechanisms related to anaesthesia-induced cardioprotection in cases of obesity and T2DM.
Additionally, AUC values reported in our study may differ from those of some previous investigations due to differences in overall cohort size, the set of predictor variables used to build prognostic models, the type of cross-validation procedure implemented (e.g., ten-fold, five-fold, leave-one-out, etc)., or the method used to calculate AUC values.
This approach to measuring the performance is very biologically appropriate, for it models the type of learning thought to be implemented in structures that receive information from the inferior temporal visual cortex such as the orbitofrontal cortex and amygdala (Rolls 2008, 2014).
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"We are modeling the type of world we would like to see.
Compared to the type III model, the type I model demonstrated improved predictions in all cases.
In case of original Ohlson model, the Type II error is close to 100%%.
Except Altman model the Type II error is very high for all the original models on both estimation and holdout sample.
Google cofounder Larry Page tries to model the type of behavior he wants to see at the company so he takes the time to show humility and listens carefully to employees.
We've come to deepen our work as citizen diplomats to model the type of diplomacy we hope to see from our new government.
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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