Sentence examples for good classification performance was from inspiring English sources

Good classification performance was observed when replicating results with PCR data obtained from the same cohort of patients used in the model derivation phase.

Therefore it is recommended that performance be compared for signatures involving 1, 2,3, 5 and 10 genes to determine the signature length such that good classification performance is obtained and further gains in classification performance with longer signatures are minor [ 33].

The best classification performance was obtained for the group of patients with only good outcome assignments.

The summary of the classification performance was subsequently assessed in the group-level analysis to determine whether the classification performance was above the chance level (i.e., 25%).

Then the classification performance was evaluated.

Naïve Bayes was selected as it has been shown to produce relatively good classification performance and is straightforward in implementation [ 5].

If the model parameters are properly selected, then very good classification performance can be obtained from NN trained by Bayesian regularization, SVM and ELM classifiers.

The results obtained are clearly not random, and the classification performance is good.

MEKL has been demonstrated to bring good classification performance and to be much easier in processing and analyzing the adaptability of kernels for the input space.

A heuristic assumption is that the combination of top-ranked K features should produce a good classification performance, where K is an arbitrarily chosen integer.

To solve the accuracy/diversity dilemma in AdaBoost and get good classification performance, the training error threshold is regulated to adjust the diversity of classifier, and the parameters of SVM (regularization parameter C and Gaussian width σ) are changed to control the accuracy of classifier.