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bioconductor-mapredictdsc

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Phenotype prediction using microarray data: approach of the best overall team in the IMPROVER Diagnostic Signature Challenge

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-mapredictdsc

Usage Tracking

1.44.0
1.40.0
1.38.0
1.36.0
1.32.0
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Total downloads: 0

Description

This package implements the classification pipeline of the best overall team (Team221) in the IMPROVER Diagnostic Signature Challenge. Additional functionality is added to compare 27 combinations of data preprocessing, feature selection and classifier types.

About

Summary

Phenotype prediction using microarray data: approach of the best overall team in the IMPROVER Diagnostic Signature Challenge

Information Last Updated

Apr 22, 2025 at 15:28

License

GPL-2

Total Downloads

32.5K

Platforms

Linux 64 Version: 1.18.0
macOS 64 Version: 1.18.0
noarch Version: 1.44.0