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cff-version: 1.2.0 | ||
message: "If you use this software, please cite it as below." | ||
authors: | ||
- family-names: Bartz | ||
given-names: Christopher | ||
affiliation: "ZBW - Leibniz Information Centre for Economics" | ||
- family-names: Fürneisen | ||
given-names: Moritz | ||
affiliation: "ZBW - Leibniz Information Centre for Economics" | ||
title: "qualle (a framework to predict the quality of a multi-label classification result)" | ||
abstract: "This framework allows to train a model which can be used to predict the quality of the result of applying a multi-label classification (MLC) method on a document. In this implementation, only the recall is predicted for a document, but in principle any document-level quality estimation (such as the prediction of precision) can be implemented analogously." | ||
version: 0.1.0 | ||
license: Apache-2.0 | ||
date-released: 2021-11-19 | ||
repository-code: "https://github.com/zbw/qualle" | ||
contact: | ||
- name: "Automatization of subject indexing using methods from artificial intelligence (AutoSE)" | ||
- website: "https://www.zbw.eu/en/about-us/key-activities/automated-subject-indexing" | ||
- email: [email protected] | ||
- affiliation: "ZBW - Leibniz Information Centre for Economics" | ||
keywords: | ||
- "automated subject indexing" | ||
- "controlled vocabularies" | ||
- "machine learning" | ||
references: | ||
- authors: | ||
- family-names: Toepfer | ||
given-names: Martin | ||
- family-names: Seifert | ||
given-names: Christin | ||
title: "Content-Based Quality Estimation for Automatic Subject Indexing of Short Texts under Precision and Recall Constraints" | ||
type: conference-paper | ||
doi: 10.1007/978-3-030-00066-0_1 |