Sentence examples for the training error for from inspiring English sources

The training error for a single pattern (class 0) can be seen in Figure 12.

Figure 7 shows the generalization error whereas Figure 8 illustrates the training error for the same experiment.

If the training error is more than the threshold ε th, the σ value will be decreased slightly by σ step and go back to step 3. Otherwise, the weights of RBFSVM classifiers will be set, and the weights of training samples will also be updated to calculate the training error for the next iteration.

The list below summarizes the average of the means and the standard deviations of the training errors for the 4 sets of models across the four omega intervals used to reverse-engineer the models.

We applied PAM software for class prediction and used the gene set with the lowest training error for cross validation; this resulted in an overall misclassification error of 45%.

The introduction of stream relevance weights also causes the training error to decrease faster and for the training algorithm to converge faster.

An example of training error for the neural estimator with the neural structure from Figure 6 is presented in Figure 15.

Based on different training algorithms, MLP has been found as the best network with minimum training error for modeling of catalyst conversion and selectivity.

Figure 8 Training error for different number of co-occurred features.

Indeed, even for the training errors in the bottom three rows in both tables (these were obtained from data of the three systems with large omega values: −20 and +20 for repression and activation, respectively), we cannot find a general improvement of training error for increasing omega intervals.

We used learning curve to display the test and training errors for different training set sizes.