Sentence examples for maximize prediction performance from inspiring English sources

To fully maximize prediction performance, a suite of machine learning classifiers was tested on the WEKA machine learning platform.

However, for each such network, it is necessary to first choose an adequate positive gold standard of proteins or interactions in order to optimize parameters and maximize prediction performance and coverage of the specific class of interactions.

These models maximize prediction capacity with the coefficients and variables functioning as a set.

Here, a recursive "switch-back" method is constructed to maximize prediction accuracy of the model.

More recently, different machine learning and data mining strategies for feature selection have been applied to identifying a subset of genes that can maximize the prediction performance [ 19].

However, linear models estimate the average marker effects and maximize the prediction performance over the whole training dataset, which means that estimates obtained from multi-line training do not necessarily best fit the data from each line.

The feature with the highest usage score is the most important feature because it maximizes the prediction performance.

For training, each model's parameters were optimized to maximize the average prediction performance for a set of four TFs, with the performance metric being the area under the sensitivity versus false positive rate (FPR) curve.

We used the 32 auditory channels as input to the model and trained it to maximize its syllable boundary prediction performance.

13688_2016_85_MOESM1_ESM.pdf Full results of prediction performance.

Figure 16 Prediction performance for book adoption.