Sentence examples for generate classifications from inspiring English sources

The proposed methodology for this initiative thus specifies that "[t]he intent is to generate classifications stemming from basic behavioral neuroscience.

Five factors (zones within a site, sites within a water body, depth, years and surveyors) that potentially generate classification uncertainty were examined in detail.

Using these sets of associated genes to generate classification scores revealed that 4 out of 4 rod photoreceptor cells (2 adult and 2 P0) had significantly higher PR scores than the RGCs and ACs (Figure 1).

This study demonstrates that the machine learning approach can be used to identify and optimize a small subset of classifier/biomarker genes from high dimensional datasets and generate classification models of acceptable precision for multiple classes.

We used SVMs as a supervised learning method to generate classification rules.

Rule based classifiers generate classification models using a collection of "if... then... .......... rules [ 12].

WEKA software was used to generate classification models to test the analytical value of qRT-PCR-derived expression changes [ 32].

We used two different machine learning algorithms to generate classification models, random forests (RF) and logistic regression (LR).

PhenoLink can be configured to generate classification accuracy plots for each experiment (see Additional file 8), which shows how accurately strains were classified.

Supervised learning schemes begin with more information and seek to generate classification rules based on a user-provided set of positive and negative examples.

This data can be used to extract information automatically, employing methods of machine learning and data mining, e.g. to generate classification models or to identify specific subgroups of patients who have a high mortality risk [ 11].