Sentence examples for use a test set from inspiring English sources

First, one can use a test set and average the optimal parameter values on this set for application to images other than those used in the test set.

In order to investigate the impact of the energy parameters, and in particular of our small changes to the Turner 2004 model, we use a test set comprising all 1817 non-multimer sequence/structure pairs in the RNAstrand database [ 73] without pseudoknots in the reference structure.

Network over-training was limited by using a test set of 40 pseudo-randomly distributed records.

The predictive ability of the model was assessed using a test set of 7 compounds.

The predictive ability of the QSAR model was evaluated by using a test set of 10 compounds.

The methods were optimised using a training set and their performance evaluated using a test set: this was repeated 100 times for different test and training set splits.

While the 3D-QSAR models were created for a training set of 33 compounds, their external predictivity was proven using a test set of 12 compounds.

Lastly, we evaluated the biogeographic ancestry prediction model using a test set, and we evaluated an existing model for eye color with our U.S. sample set.

The QSAR model was developed using 34 compounds and its predictive ability was assessed using a test set of 10 compounds.

The predictive power of the developed model was obtained using a test set of 7 compounds, giving a predictive correlation coefficient r2pred of 0.767.

The predictive ability of two models was validated using a test set of 12 molecules which gave predictive correlation coefficients (r2pred) of 0.688 and 0.674, respectively.