Sentence examples for using the complete training from inspiring English sources

While both the ConvNetHUP and ConvNetUHCMC/CWRU classifiers tend to produce consistent predictions, the ConvNet classifier, which was trained using the complete training data set, had the best overall performance (Fig. 1).

For each hyperparameter set, several predictive models (100 for PKIS and 39 for HTSFP subsets) were built using increasingly sparse training data (label removal model, Additional file 1: Figure S1A) as well as one model using the complete training data.

The 30 coordinates set would use the complete training cepstral model while the 22 coordinates set would use a truncated cepstral training model (i.e., without the last 8 training cepstral coordinates).

Firstly, using the complete dataset for training, all the E. coli in this dataset are predicted as pathogenic.

We predicted unknown direct DTIs using the complete MATADOR-based dataset as training data.

For the rest of our study, we use the hand-labeled domain-specific sentiment model trained using the complete hand-labeled domain-specific dataset.

To determine the significance of each input, the ANN is first trained using the complete set of 1,252 descriptors (Table 1).

In the first step, for a fixed σ, the SVM classifier is trained by using the complete set of features (protein descriptors) described in the previous section.

In order to do this, we used the complete dataset as training set and determined λ and C via cross-validation as described in Section 3.1.

For each organism, we used the complete transcriptome to train our Markov model.

3. On the training set data, a 10-fold cross validation is performed to estimate the optimal number of genes n. 4. Next, a classifier is trained on the complete training set, using the top n genes.