Sentence examples for based methods aim to from inspiring English sources

When the sample size is small, as is often the case in microarray studies, KNN is also suitable to use as Ripley [ 32] indicates that most other non-parametric classification methods, such as kernel density estimation based methods, aim to model the class-conditional densities and thus need a very large training set to be successful.

The analytic models based method aims to use mathematical equations to address both multi-physic and economic characteristics of a product.

These model-based methods aim to capture the sequencing process described above in a statistical model from which base-call probabilities are usually obtained.

The second category, texture-based methods, also known as non model-based methods, aim to find each facial landmark or local groups of landmarks independently, without the guidance of a model.

Alignment-based methods aim to find a mapping between the nodes of two (or more) networks that preserves many edges and a large subgraph between the networks.

Meanwhile, phylogeny-based methods aim to identify clades that are evolutionary significant units (ESUs) and invoke the phylogenetic species concept [ 45].

Strength-based methods aim to identify and enhance strengths or what is being done well, rather than trying to identify and fix what is 'wrong' in an individual, group or organisation [ 41].

In this direction, we present a SVM based method aimed at facilitating the identification of fungal adhesins.

Therefore, patients with low self-efficacy and self-empowerment may benefit from life coaching as it is based on methods aimed to improve these characteristics [ 28, 29].

Traditional defect prediction methods aim to build the prediction model based on historical data.

It is to be noted that all of the above methods aim to predict relatively simple RNA structures with nested base-pairing interactions.