Sentence examples for samples in training from inspiring English sources

Using this techniques, rare cases can also effectively exploit prior knowledge from few samples in training set.

(b) Phylogeny of S. aureus samples used in evaluating resistance prediction, with tips marked orange or blue to represent samples in training set (St_A1, n=495) or validation set (St_B1, n=471).

The level of uncertainties can be reduced by means of increasing the samples in training data.

The samples in the databases are randomly split into 5% samples in training set and 95% in test set and performance evaluated on individual classifiers.

It has been pointed out that the samples in training data set may be different from those in the test data set.

The second system is more challenging, since it is much more complicated due to phonetically mismatched voice samples in training and recognition phases.

These Gaussian distance values are then used as the weights of each sample in training sets and adjust training sample matrix X into a new matrix X′ [ 43, 44].

The similarity between the test sample and the other samples, used in training, is calculated, and k most similar set samples are determined.

Note, the risk scores and groups for samples used in training were assigned from internal OOB cross-validation.

Third, the SVM is re-trained only by the remaining samples in the training set.

The samples in the training set are collected with bootstrapping, and the training samples are unbalanced.