Sentence examples for set the prediction from inspiring English sources

When we evaluated the four methods on the independent test set, the prediction performance decreased for all methods only marginally.

For every negative in the upstream region of the system set, the prediction is counted as a true-negative and false-positive results are not accounted for.

If no information from the test inhibitor and only little information from the test kinase is in the training set, the prediction accuracy increases significantly.

In the proposed scheme, the auxiliary information includes the threshold values (T 1 for the cross set and T 2 for the dot set), the prediction orders (K 1 = P 1 + Q 1 and K 2 = P 2 + Q 2), and the prediction coefficients (( {A}^{K_1} ) and ( {A}^{K_2} )).

In the training sample set, the accuracy of the SVM is higher than in the BP neural network; in the test sample set, the prediction accuracy of the SVM model increased by 2.79 %, while the prediction accuracy of the BP neural network declined by16.66 %.

While estimates from these models come from the training set, the prediction properties must be evaluated in the validation set.

One potential application to ML-based predistors is dynamically setting the prediction threshold such that the proportion of predicted active residues matches the estimated prior distribution for the query protein.

The differential pulse coded modulation decoder then calculates the next actual pixel value using (5) and sets the prediction for next pixel using (2).

Using a seven-gene prediction set, the estimated prediction error was 3% (1/34).

Upon removal of the unaged sample from the validation set, the R2 of prediction was improved.

MLP uses two data sets, the training set for the training of the MLP and the test set for the prediction.