Sentence examples for model unseen examples from inspiring English sources

To overcome this limitation, it is necessary to model unseen examples (using a discount) or uncommon examples (using smoothing).

Like other machine learning algorithms, SVM has the ability to recognize patterns in a given dataset (used for training), and the resulting models can then be tested with previously unseen examples and new predictions can be made accordingly.

The optimal model (the one that extrapolizes best on unseen examples) is predicted for the number of nodes in the hidden layer considered most likely by MDL, which again is found to coincide with the best value found experimentally.

The goal of learning is to estimate a classifier, which will correctly classify unseen examples.

Generalization is the ability of a learner to predict accurately on unseen examples.

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However two data points lie very close to the plane and leave little margin for future generalisation to unseen examples.

From these examples, the system is expected to learn a way of classifying unseen examples [ 21].

From this experiment, we conclude that our method generalizes well to unseen examples.

17 Then, since the unseen examples will be close to the training examples, the large margin ensures that the test cases are classified correctly.

To assess performance of constructed fuzzy model, unseen test data were input into it and formation volume factor was computed.