Sentence examples for of learning samples from inspiring English sources

This can be achieved by interpreting the logical constraints associated with protocol execution paths or individual messages as the context of an observed interaction, and using them as features of learning samples.

As the unsupervised learning method, in SOM, the input areas of learning samples are represented in the map through the competitive learning process.

Next, to avoid selection bias from a pattern of selection of learning samples, we repeat the entire process 20 times by shuffling samples at every 10-fold CV.

This analysis, involving all samples and not making use of learning samples, does not resolve whether or not interbreeding occurs between NSH and ELW.

Boosting is a method of combining ensemble classifiers created from a weighted version of learning sample, where weights have been adjusted at each step to provide increased weight to cases misclassified earlier.

Therefore, G7NL was graded as follows: weak (G7NL = 0; <0.15 of G7N), positive (G7NL = 1; 0.15–0.40 of G7N), or strongly positive (G7NL = 2; >0.40 of G7N), corresponding to highest tertile of the 18 learning samples.

In the future, we are going to acquire sequential online degradation measurements for real-time performance degradation assessment and detection, and enlarge the number of fault and learning samples for more accurate fault diagnosis.

The median G7N of the 18 learning samples was 0.168.

The algorithm uses a database of the most recent learning samples to accelerate and improve the convergence.

In practice, the minimum node size is usually set at 10% of the learning sample to avoid potentially over fitting the model such that the final decision tree is more likely to be useful for classifying populations with similar characteristics as that of the learning sample but was not used for deriving the CART model.

Any realistic model of learning from samples must address the issue of noisy data.