The 2x2 Matrix: Contingency, Confusion and the Metrics of Binary Classification

Author:   A. J. Larner
Publisher:   Springer International Publishing AG
Edition:   2nd ed. 2024
ISBN:  

9783031471933


Pages:   252
Publication Date:   09 January 2024
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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The 2x2 Matrix: Contingency, Confusion and the Metrics of Binary Classification


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Author:   A. J. Larner
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2nd ed. 2024
Weight:   0.515kg
ISBN:  

9783031471933


ISBN 10:   3031471938
Pages:   252
Publication Date:   09 January 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Paired measures.- Paired complementary measures.- Unitary measures.- Number needed (reciprocal) measures and their combinations as likelihoods.- Quality (Q) measures.- Graphing methods.- Other measures, other tables.- Classification of metrics of binary classification.

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AJ Larner has been a consultant neurologist with an interest in cognitive disorders for over 20 years, affording him a wealth of experience in the use of 2x2 tables in the context of diagnostic test accuracy studies in clinical practice.

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