Comprior: facilitating the implementation and automated benchmarking of prior knowledge-based feature selection approaches on gene expression data sets

Comprior: facilitating the implementation and automated benchmarking of prior knowledge-based feature selection approaches on gene expression data sets

Background: Reproducible benchmarking is important for assessing the effectiveness of novel feature selection approaches applied on gene expression data, especially for prior knowledge approaches that incorporate biological information from online knowledge bases. However, no full-fledged benchmarki...

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Bibliographic Details
Main Author: Perscheid, C. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
algorithm
Algorithms
article
benchmarking
Benchmarking
Benchmarking system
Biological information
Classification performance
Comprehensive assessment
Electronic assessment
Evaluation infrastructure
Feature extraction
feature selection
Feature selection
gene expression
Gene expression
Gene Expression
Gene Expression Data
human
Humans
knowledge base
Knowledge based systems
Knowledge Bases
Knowledge basis
Prior knowledge
Reproducible benchmarking
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