Sentence examples for class samples from inspiring English sources

The final model is then used to predict the class samples of the test set.

The results indicate that the first seven stages rejected 98%% of the non-current class samples.

The green circles and the red triangles represent two different class samples respectively.

Technique Di: data set having 'N' instances; Dmj: majority class samples am (m = 1, 2, …, m); Dmn: minority class samples bn (n = 1, 2, …, n); i: iteration count (1); Cim: intermediate clusters; Do: a set of synthetic positive instances.

It means the AdaBoostRBFSVM classifier is indeed usable and could largely reduce the number of normal class samples being misclassified.

It assigns the weight to each of them based on Euclidean distance from the nearest majority class samples.

Additionally, the applicability of these models outside the environmental conditions or size class sampled is unknown.

( {x}_j^{mathit{hbox ) and ( {y}_j^{mathit{hbox ) denote the j-th sample and its class sample in the reservoir set, respectively.

Step 2: Assign the obtained value to the new synthetic minority class sample.

Table 2 provides a detailed description of the microarrays including their reference number, platform and class sample sizes.

The discriminative information is extracted from the source by maximizing the similarity (reducing the variance) of infra-class samples while minimizing the similarities (maximizing the variance) of inter-class samples to create a more discriminative space.