Sentence examples for split the training from inspiring English sources

We split the training set into 10 roughly equal sized parts.

We split the training dataset into half: the first half is for training the expert networks and the other half is for training the gating network.

The random training set split tool (set test size for the data: 0.2) was then used to split the training set and test set.

In order to perform unbiased comparisons, we split the training data into a smaller training set of 2000 utterances and a hold-out set of 1233 utterances.

To this end, we first split the training set into three equally sized subsets by randomly assigning training dataset molecules to one of the subsets (S1 and S2 consist of 59 molecules, S3 consists of 58 molecules).

Since the speaker identities were known, we could split the training data into several clusters (male interviewees, female interviewees and interviewers) before the actual discriminative training adaptation (DT--see [15] for details) to enhance the method's effectiveness.

The SEA plan would also split the train system into two areas.

To split the trains into these four different groups a different label value is assigned to each of the trains from their start points.

Internal model validation was performed by randomly splitting the training data into an internal training (80%) and test (20%) sets which were resampled prior to every model building.

In this paper we present a new multi-level SVM architecture that splits the training set into points that are labeled as 'easily classifiable' which do not cause an increase in the model complexity and 'non-easily classifiable' which are responsible for increasing the complexity.

Early termination of the training process was implemented by splitting the training data into two smaller training and validation sets, and stopping the training when the calculated error for the validation data rose for a predefined number of training cycles.