Sentence examples for model performance evaluation from inspiring English sources

For example, the feature selection must be performed within each run of cross validation; and the nested cross validation is often required when evaluating model performance (i.e., outer loop CV for model performance evaluation and inner loop CV for model parameter tuning).

In italic: model performance evaluation on training data.

The months of January, April, July and October in 2002 were taken as target periods for model performance evaluation.

The recent publications by Guha and Van Drie [8, 9] have presented a novel approach to model performance evaluation in the context of SAR.

This discussion provides several comments about the model performance evaluation, as well as suggestions for further analysis of the monitoring data.

It furthermore is shown that model performance evaluation procedures that account for the flow residual serial dependency and homoscedasticity are preferred.

Also based on Markov model, an analytical model for performance evaluation of the VHO algorithm is proposed.

For both models the model construction process consisted consecutively of: (i) selection of the input variables (out of the 12 and 17 variables at the beginning of the modeling), (ii) selection of the training parameters (C and γ), (iii) construction of the model, (iv) performance evaluation and finally (v) validation of the model.

Through the use of this statistical model, a performance evaluation can be conducted using a general code model, with specific stall rates, rather than a particular code trace.

A novel thermodynamic model for performance evaluation of compressor-driven metal hydride cooling systems is presented.

An analytical model for performance evaluation is established based on the theory of plate and shells.