Sentence examples for performance of the classification from inspiring English sources
The average truth value metric was used in order to compare the performance of the classification performed.
A permutation test (10,000 iterations) was performed to assess the performance of the classification.
To evaluate the predictive performance of the classification method, we performed a cross-validation experiment using the gold standard compound protein interaction data.
The mean square error (MSE) is employed to measure the performance of the classification task.
They not only confuse end users during decision-making but also decrease the performance of the classification process.
However, one of the main difficulty in this approach is the absence of a ground truth for RNA localization in smFISH data, making it impossible to assess usefulness of features and performance of the classification workflow.
Hence, these two issues are addressed using a novel technique PNN-ABC based optimal feature selection and parameter optimization for improving the performance of the classification system.
To demonstrate the high performance of the classification system, the results are compared with two widely used commercial recognizers from Microsoft and Vision Objects.
Second, we show the performance of the classification algorithms of different training fractions.
Results Best performance of the classification models was carried out by decision trees, in all runs.
The average performance across the 'K' iterations is considered as the performance of the classification model.
