Sentence examples for based on discriminative features from inspiring English sources

The prediction performance is largely based on discriminative features.

A feature transformation based on discriminative training criterion inspired on Maximum Mutual Information is suggested in [14].

Several criteria were used, one based on likelihood maximisation (MLE) and two based on discriminative criteria (FD and FDW).

The second approach is based on discriminative training that minimizes the classification error over all classes.

Wrapper methods based on backward feature elimination, such as SVM-RFE (Guyon et al., 2002), are limited in choosing a small set of highly discriminative features.

This paper presents a new framework for designing a feature extractor in a speaker identification system based on the discriminative feature extraction (DFE) method.

These current phylogenetic analyses often overturn classifications based on older and sometimes less discriminative methods based on morphological features and biological species concepts obtained from experimental matings.

Each feature is ranked based on its discriminative capabilities using feature-ranking algorithms and principle component analysis.

On the other hand, there will be protein groups which have been assigned to a cluster based on a less discriminative feature set, such as cluster C6 which contains proteins with high molecular weight and no other characteristic feature.

This model is based on the multidimensional features (sensory discriminative, affective-emotional, cognitive) of the pain experience and how they affect the sensory-motor system through the peripheral and central connections that this system has with the autonomous nervous system, limbic system, and other higher centres [101,103].

Our method identifies indel candidates using a discriminative classifier based on features of split read alignment profiles and trained on true and false indel candidates that were validated by Sanger sequencing.