Sentence examples for many training examples from inspiring English sources

However, there were several difficulties when previous studies on urban object recognition in point clouds were adopted for robotic missions: offline-batch processing, deterministic results in classification, and necessity of many training examples.

This approach is only based on many training examples and does not require the use of sophisticated meteorological models.

From this point of view, we focus on error degree estimation based on ordinal regression using many training examples.

Therefore, the example-based approach from many training examples is also useful for prediction error degree estimation in numerical weather prediction.

This random initialization of the RBM weights requires many training examples and large number of iterations to achieve a global minima by its cost function (energy function).

We defined 28 classes as a compromise between a large number of classes (with the potential of more accurate (T 60,DRR) classification, but only few training examples for each class) and few classes (with coarse classification, but many training examples).

We note first that since the class labels of many of the training examples are unknown, it is not possible to carry out a one-vs-one strategy.

Unlike many other methods, our detector does not require training examples for estimating parameters.

Therefore, we could in principle use a larger number of feature groups, which would result in fewer training examples, or we could use a smaller number of feature groups, but with many more training examples.

Along the journey south from North Dakota, for example, many trains now make a stop in the tiny town of El Dorado, Arkansas, population 18,500, bound for a refinery that recently added capacity to accommodate Bakken crude.

"It was predicated on the basis that it would grow far more slowly than it has, so you have the examples of many trains, particularly the Valley Lines services, where you had severe overcrowding and you hadn't got more services available".