What is Top-1 Error Rate?
Top-1 error rate is the fraction of examples where the classifier's highest-probability class prediction is incorrect.
SEO + authority only
See the reference below for top-k style evaluation context used in classification benchmarks.
Further reading
Authoritative reference: related top-k evaluation concepts.