Sentence examples for using the training subsets from inspiring English sources

A pool of classifiers is then generated using the training subsets created with these selection probabilities.

As in previous studies [22, 94], the English recognizer was trained using the training subsets of TIMIT and Resource Management databases.

The set of statistical parameters λ i and ψ i was determined using the training subset z i that consists of all the data, apart from the testing subset x i.

Equation (6) is used by SVM to produce a function h (Eq. 3) using the training subset, whereas the function h is evaluated (Eqns. 4 and 5) using the test subset.

We used the training subsets to create the corresponding training DB_MF, DB_PF, DB_CF and DB_CRYS datasets, and the tests subsets to create the independent test datasets.

We used the training subset to construct a statistical model and then used the test subset to evaluate the predictive performance of the model.

We estimated the classifier parameters using the training data and the subset of features obtained by feature selection methods varying classifier parameter values and evaluating the accuracy.

RF and LR classifiers were trained on each subset using the training data.

The training process would iterate 10 rounds using the 9 training subsets while reserving the last subset for testing.

FARM [ 40] was used on the training subset in step 3 to extract rules predicting future dengue incidence (details described later in the section entitled Association rule mining and fuzzy association rule mining).

The summation is indexed across u to emphasize that prediction is external to the training subset used in each case.