Construct · 1 fields · 1 citations

Matthews correlation coefficient: a standalone construct

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Machine learning

a correlation between predicted and observed binary classes computed from all four confusion matrix cells, ranging from minus one to one.

In machine learning, Matthews correlation coefficient refers to a correlation between predicted and observed binary classes computed from all four confusion matrix cells, ranging from minus one to one. This meaning comes from Matthews (1975) in Biochimica et Biophysica Acta (BBA) - Protein Structure.[1]

Unit
Recovery means
Measured by

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Nearby constructs

confusion3 fields · 3 citationsjingle · one word, three constructs correlation4 fields · 4 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Matthews, B. W. (1975). Comparison of the predicted and observed secondary structure of T4 phage lysozyme. Biochimica et Biophysica Acta (BBA) - Protein Structure, 405(2), 442-451. https://doi.org/10.1016/0005-2795(75)90109-9

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