Sentence examples for affected by model from inspiring English sources
The error estimates derived from the inner cross-validation loop are affected by model selection bias and are untrustworthy.
As opposed to this, the cross-validated error estimates from the inner loop were affected by model selection bias and underestimated the prediction error severely (Table 1).
Once again, the cross-validated error estimates derived from the inner loop were affected by model selection bias and underestimated the prediction error severely (Table 2).
The error estimates derived from the outer loop yield realistic estimates of the predictive performance as opposed to the internal error estimates since they are not affected by model selection bias.
The extensive simulation study and the real data examples confirm that the error estimates derived from the outer loop of double cross-validation are not affected by model selection bias and estimate the true prediction error unbiasedly with respect to the actual training data set size (n train ) which it depends on.
ΔLeak was not affected by model resistance, whereas it increased significantly with decreasing compliance (Fig. 3).
Also, we investigate how decoding models are affected by varying model design factors.
It is also desirable that it exhibit sensitivity solely to that specific model parameter, not being affected by other model parameters.
Our analyses on simulated data sets show that the power of the Bayes factor test (BF) in finding the correct model is generally very high and not particularly affected by the model settings.
Sensitivity and Monte Carlo uncertainty analysis on model parameters suggested that the most uncertain state variables affected by most model parameters is the carbon mass in the silt clay size aggregates and the silt clay mass itself.
Average model accuracies of the 148 candidates analyzed separately for each breed (results not shown) were little affected by the model used and were close to the accuracies analyzed by pooling Alpine and Saanen breeds together.
