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Article

iPTREE-STAB: interpretable decision tree based method for predicting protein stability changes upon mutations.

Bioinformatics (Oxford, England) - 15 May 2007

Huang Liang-Tsung, Gromiha M Michael, Ho Shinn-Ying

Abstract excerpt

UNLABELLED: We have developed a web server, iPTREE-STAB for discriminating the stability of proteins (stabilizing or destabilizing) and predicting their stability changes (delta deltaG) upon single amino acid substitutions from amino acid sequence. The discrimination and prediction are mainly based on decision tree coupled with adaptive boosting algorithm, and classification and regression tree, respectively,...

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PMID: 17379687
DOI: 10.1093/bioinformatics/btm100

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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