Sentence examples for for most classification from inspiring English sources

One key issue for most classification algorithms is that they need large amounts of labeled samples to train the classifier.

Thus, we did found that for most classification algorithms in the datasets we considered, using discretization alone was less effective than using the original features.

For most classification methods, descriptor selection is normally executed prior to model training.

The feature selection and ranking showed that parameters extracted from lip image performed well for most classification tasks.

Consequently, optimizing a classification model inherently risks overfitting the noise, a result that is difficult to overcome for most classification methods (Slonim 2002).

We considered alternative approaches to model development including classification and regression tress (CART) and neural networks, but neither of these approaches has been consistently shown to outperform logistic regression for most classification problems in medicine [ 29- 31].

The high or even huge dimensionality of mass spectral data presents a challenge for high-performance proteomic pattern classification, especially for most traditional classification algorithms that were developed under the assumption that input data with a small or medium dimensionality.

Most classification systems for age-related macular degeneration (AMD) were developed from patients in clinical trials.

The classification system of Sarnat and Sarnat developed in 1976 [ 50] is still widely used and the basis for most modern classification systems.

For most general classification contenders apart from Vincenzo Nibali, who is at one with the bumpy stuff, this was a stage to put safety first, which will have frustrated experts such as Geraint Thomas, Peter Sagan and Greg Van Avermaet, who had to concentrate on riding in the service of their team leaders Froome, Alberto Contador and Tejay van Garderen instead of the pursuit of individual glory.

Capsule characters vary considerably and provide the basis for most intrafamilial classification schemes.