Sentence examples for in a supervised learning from inspiring English sources

The literature [9] presented the training classifiers using multilayer neural networks to reduce the error in a supervised learning situation.

We employed the SVM classification algorithm using the radial basis function (RBF) kernel in a supervised learning approach.

In a supervised learning, the classification scheme is usually based on the availability of a set of signals that have already been classified or described.

Current variable selection techniques were developed for use in a supervised learning setting where the goal is prediction of the response.

If meaningful insights are known about the specific problem domain, performance improvements may be possible by operating in a supervised learning mode.

We evaluate the likelihood of forming a social tie as a process that depends on a union of factors, using the Foursquare, Twitter, and multilayer features we have defined up until now in a supervised learning approach, and comparing their predictive power in each feature set respectively.

The obtained experimental results highlight the potential of our proposal in using a supervised learning based approach for dynamically configuring data structures instances.

Experiments performed on human subjects in a clinical study have demonstrated that the multi-sensing system working in conjunction with a supervised learning algorithm is effective in recognizing activities types of varying intensity.

This is in contrast to a supervised learning mechanism for synfire chains, in which an external source repeats the same sequence of activity in order to entrain neurons to spike in a particular order [4], [15].

The kernel matrix KS is fed into a kernel perceptron to learn a discriminant function h that classifies the examples in S within a supervised learning framework using the corresponding labels yS.

It is commonly used in machine learning as a supervised learning technique for recognizing patterns.