Sentence examples for smallest classification from inspiring English sources

The selection of this particular size was determined experimentally, training several classifiers using different image sizes and choosing the size that produced the smallest classification error in the average case, which was 32 × 32.

A small classification based on the depth of water in the area where these devices are to be installed is presented too.

The analyses, carried out in the near and mid-infrared (NIR MIR) spectral field (1280 4480 nm), show that glass ceramic and glass fragments can be recognized by applying a wavelet transform, with a small classification error.

Following an observation from a recent result, published elsewhere, among several ensembles of decision trees, those with a more uniform feature-use frequency also have a smaller classification error.

During classification, some classifiers from the outlier classes may give small classification probabilities when the classifiers estimate that the pattern is not an outlier.

A random forest is a type of decision tree that applies decision rules to divide an overall dataset into smaller classification sets.

Case 1. (likelihood ratio of probabilities is approximately one, leading to a weak (small) classification confidence if a confidence parameterized classifier, like an SVM, is referred to in place of the simple ratio) (25).

One of the reasons for using a completely manual mapping method in the present study was that KSH97-P is a small classification with 972 categories, which made it easy to perform the manual method and also provided valuable insight into the coding systems.

The F1-score values are defined on the interval ((0,1)), and if they are near one they represent a better classification, while small values, near zero, represent a low classification quality.

The illusion of distribution-free small-sample classification in genomics.

The new small sample classification algorithm is worthy of further promotion.