The scam were then validated against the unconstrained models by comparing the fitting statistics standard error, explained deviance and Akaike information criterion (AIC).
The absolute deviance error between the indoor temperatures simulated by TRNSYS and those measured experimentally is as low as (0.3 and 0.4 °CC for the two rooms respectively.
The most popular method for obtaining tree-based estimates of prediction error (or expected deviance) is V-fold cross-validation.
We held out 20 random disjoint genotype sets, each containing 1% of entries in the genotype matrix and used the mean and standard error of the deviance residuals for these held-out entries as an estimate of the prediction error.
On the other hand, patients pay on average 43% less that the maximum that they are willing to pay informally (for the negative error term, the deviance is calculated 1 − 0.57 = 43%).
These include the error and workplace deviance literatures [ 51, 63, 65], the patient safety, organisational psychology, and non-technical skills literatures [ 23, 27, 101], and social psychological research on perspective taking, burnout, and caring [ 55, 59, 61, 68].
GLM is just a simple logistic regression where we optimize binomial deviance, where Error = silver_attain – prediction.
The model with 108 genes had the best internal performance characteristics, measured by area-under-the-curve for misclassification errors, and sum of deviance.
and are the average values, n is the sample number, and SX and SY are the standard deviances (errors) for X and Y, respectively.
The measure of model performance was cv deviance and standard error (se) throughout our study (the lower the value the better the model performance).
