Sentence examples for sample training data from inspiring English sources

This is commonplace for sets represented in very high-dimensional spaces and a direct consequence of data under-sampling, as the dimension of the data points (number of recorded neurons) is much higher than the sample training data dimension (trial numbers).

It means that they must be trained with a set of labeled samples (training data) to be able to distinguish unlabeled samples (test data) between a set of classes.

Also, we denote a set of these sampled training data as T N. By reducing the number of training samples, the performance of the KDA-based ordinal regression tends to become worse.

One of them was combined with one subset of the sampled genes as testing data, the other four with the four remaining subsets of the sample as training data.

The study reported on here is admittedly limited in that it relied on a convenience sample of training data provided by a single online provider.

The parameter sampsize refers to the size of the sample of training data sets that is to be obtained for classification.

Samples of training data (Example 1) and testing data (Example 2) are provided below.

The level of uncertainties can be reduced by means of increasing the samples in training data.

The sampling of training data for each tree facilitates finding structures that would ordinarily be overlooked.

It has been pointed out that the samples in training data set may be different from those in the test data set.

Random Forests is an ensemble of trees created by using bootstrap samples of training data and random feature selection in tree induction [45].