Sentence examples for linear classifications from inspiring English sources

As an LDA tries to insert separating hyperplanes in a dimensional space that is defined by the number of given variables, linear classifications often fail.

The algorithms are tested on 30 sample curves and the results are compared against the linear classifications of these curves by human subjects.

The well-supported phylogenetic position of Pygiptila and Thamnistes as the sistergroup to Myrmornis (instead of being close to other antshrikes as suggested in many linear classifications), is novel.

This is further evidenced in the categorization of trials (Table 4), where all year groups demonstrated a high percentage of linear classifications of digits 2 and 4. Then for the subsequent numbers 7 and 8, Year 1 stood out with a high percentage of logarithmic classifications, which were not evident in Years 2 and 3 (Table 4).

Due to this great variation it is not surprising that recent molecular studies [ 10- 17] have revealed several examples of convergent evolution and that the phylogenetic relationships among ovenbirds and woodcreepers are much more complex than suggested in traditional linear classifications.

LIBLINEAR was developed as an open source library for large-scale linear classification.

Then, in this feature space, a linear classification problem is formulated [22].

A linear classification function to discriminate the anti-inflammatory from the inactive compounds was developed.

Afterwards, a linear classification function was derived allowing the discrimination between active and inactive compounds.

A class of linear classification rules, specifically designed for high-dimensional problems, is proposed.

By such kernel-based mapping, SVM is able to achieve much better classification performance than conventional linear classification methods.