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Model averaged predictions were estimated to 2 m depth at regular depth intervals.
90% prediction intervals of the model averaged predictions were derived numerically.
Time averaged predictions of the reaction zone structure show an under-prediction of the peak water concentration and stagnation temperature, relative to experimental data, but display generally good agreement with the extent of the reaction zone.
Note that prediction for each individual is based on the averaged predictions over all trees.
The averaged predictions from all partitions and folds are used to evaluate the model's performance on their corresponding test dataset.
Specifically, we train ensembles of Naïve Bayes classifiers using resampled balanced subsets and use their averaged predictions to classify the test instances.
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Similarly, in the green area, orange points represent the averaged prediction behaviour.
The average prediction errors in the outer loop of double cross-validation for the artemisinin data set were also in good agreement with the averaged prediction errors derived from the 'oracle' data (Figure 8).
The evaluation function in GA was set to have the averaged prediction accuracy from the 1000 sets.
For this purpose, we multiplied the averaged prediction of the ten MaxEnt model runs with the categorised land cover classes and with the reclassified human population density classes.
The averaged prediction accuracy is about 68.55%, which cannot match the prediction by only using the energy profiles.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com