Sentence examples for pooled training from inspiring English sources

Partial pooling thus strikes a middle ground between no pooling (specific marker effects estimated from data of the specific population only) and complete pooling (common marker effects estimated from pooled training sets).

We conclude that partial pooling with multilevel models can maximize the potential of pooling by making optimal use of information in pooled training sets.

Specifically, the pooled training and development data sets are randomly divided into 10 sub-corpus of nearly equal size.

In order to reduce data sparsity in the annotated training and development data sets, word representations were induced from pooled training, development, test and background data sets by Brown clustering method.

For the i-vector framework, same UBMs and the pooled training data were used to train the total variability matrix in 20 iterations, and then, 100 dimensional i-vectors were extracted from each utterance.

The pooled training procedure helped to make sure that all hidden states would be covered during parameter selection.

Averaged across traits within breeds, accuracies of GEBV were highest when PE from the pooled across-breed training population were used.

A multivariate analysis was performed in 467 pooled patients of training and validation groups, who were with complete molecular results of FLT3, N- RAS, WT1, and all EMG mutations.

The pooled datasets of positive training datasets and negative training datasets were randomly divided into five subsets with approximately equal number for cross-validation training.

Analyses were performed on pooled data from all training stimulus durations because the first 250 ms of these stimuli were identical.

He showed that the interpolated native and nonnative models reduce the word error rate on a nonnative test set by 8.1% relative to his baseline recognizer using models trained on pooled native and nonnative data.