Sentence examples for prediction variance from inspiring English sources

The BLMM approach resulted in models with high predictive power and low prediction variance, likely due to the utilisation of the correlation of pH values at co-located sites through time.

The test demonstrates that the more prior knowledge may not only improve the prediction accuracy of 3NN fusion strategy in target predicting, but also reduce its prediction variance.

This algorithm chooses runs that minimize the integral of the prediction variance across the factor space.

The proposed criterion is derived by performing an asymptotic expansion to the conditional prediction variance.

The IV optimal design seeks to minimize the integral of prediction variance across the entire design space.

The cross-validation technique is used to find the best surrogate that has the smallest prediction variance.

Validation of the prediction variances was performed using the standardized squared prediction errors (SSEs).

Within this local learning paradigm we get access to the uncertainty in form of heteroscedastic prediction variances (Supplementary information S2).

Such problems require supervised learning methods that are capable of (i) efficient non-linear regression in an online fashion (important for adaptation) and (ii) provide heteroscedastic (i.e., localized) prediction variances in order to represent the stochasticity in the dynamics.

The ordinary kriging method was used to develop predictions and krige prediction variances for each respondent.

Weighted predictions of annual average PM2.5 concentrations and corresponding prediction variances were generated for each respondent using the fitted semivariogram models corresponding to the NHIS interview year.