Sentence examples for from a set of training sequences from inspiring English sources

For each interaction class, we learn a deformable model from a set of training sequences.

Learning: Given a model and a set of training sequences, find the model parameters (transition and emission probabilities) that explain the training sequences with relatively high probability.

C4.5 builds decision trees from a set of training data.

In each iteration of Viterbi training, a new set of parameter values ϕ is derived from the counts of emissions and transitions in the Viterbi paths Π∗ for the set of training sequences X.

That is,, where denotes the set of training sequences with k-mer occurring at position t.

unsupervised clustering of sequences from unlabeled data, given the desired number of clusters; supervised classification of new input sequences, given a set of labeled training sequences.

In this framework, we deal with two problems: (i) unsupervised clustering of sequences from unlabeled data, given the desired number of clusters;   (ii) supervised classification of new input sequences, given a set of labeled training sequences.  .

We can infer that when a profile HMM captures insufficient signal from a set of sequences, the sensitivity of the HMM can be improved by including mutated sequences in the training set.

The number of training sequences used to construct the SVM models is shown in parenthesis of the column "Training set".

The training sets consisted mainly of endogenous LTR consensuses retrieved from RepBase [15]: 23 HML LTRs, 69 gammaretroviruslike human ERV1 LTRs selected according to [4] from a set of 198 human ERV1 sequences and 138 betaretroviruslike ERV2 mouse consensus sequences.

A different fifth-order Markov chain M − is trained on a set of background sequences, also taken from Drosophila.