Sentence examples for input example from inspiring English sources

For an input example x, this estimation consists in applying the first three levels of every detector to x.

The input example x first goes through the three levels of detectors H-30, H0, and H+30.

In the archive QEPest.zip we provide a simple Java-based program ("QEPest.jar") to compute QEH, QEI and QEF, based on pre-generated descriptors, accompanied by a input example ("data.txt"), an output file ("data.txt.out") and a "readme.txt" file for instructions.

Then, the result is the ratio of the sum of the intra-class distances to the sum of the inter-class distances for each input example: N2 = frac{sum_{i=1}^{N}mathit{intraDist}(x_{i})}{sum_{i=1}^{N}mathit{interDist}(x_{i})} (13) where N is the total number of instances in the dataset.

Figure 1 depicts the resulting data structure for a small input example.

We apply some weight update rule based on the gradient descent of loss function to optimize the weight of the network and hence, train the network to learn the function required to describe the input examples.

A learning method attempts to automatically construct a classification system from a collection, or training set, of input examples.

These auxiliary examples are then combined with the original input examples to train the local models.

The decision boundary defined by a hyperplane is said to be linear because it is linear in the input examples.

SVMs map input examples to a higher dimensional feature space using a kernel function, and identify a separating hyperplane that maximizes the margin or distance from the hyperplane to the nearest positive and negative examples [ 30].

These concerns are (1) the size of the dataset, (2) the need for dealing with input examples of variable length, (3) the need to have probabilistic outcomes, and (4) the need to perform multiclass classification.