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This is done separately for each model, with the values then averaged across models with equal weight.
Cross-validation technique has been performed separately for each model as follows: the entire collected database (7200 utterances per model) is partitioned at random into five subsets per model.
Although the WAAC algorithm is capable of simultaneously optimising the feature selection as well as the parameter values, in some instances it may be preferable to use the WAAC algorithm simply for feature selection and optimise the parameter values separately for each model.
The estimation was conducted also separately for each model and each compound.
Regression diagnostics were performed separately for each model.
The phylogenetic parameter λ was estimated separately for each model [ 17].
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Bone lead was categorized into quartiles separately for each lead PD model; thus, the numbers of cases and controls by quartile differ across models.
This means also the optimization stage of onset detection and the training stages of pitch and instrument recognition are conducted separately for each hearing model.
The distribution of these parameters, as well as the bandwidths for the monaural filters, is defined separately for each animal model.
Patient Demographic and clinical data: Baseline characteristics potentially associated with study outcomes (age, gender, education level, employment, ATSI status, previous health service usage) will be reported separately for each service model.
Group differences in the magnitude of PD were evaluated separately for each mixture PD model according to the respective model parameters assessing the magnitude of PD.
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