Summarize an evaluation into overall and per-class metrics
Source:R/03-01-evaluate.R
eval_summary.RdSummarize an evaluation into overall and per-class metrics
Arguments
- results
Output of
evaluate_columns().
Value
A list with overall (a one-row data frame: column counts, class and
type accuracy over in-scope columns, and prediction coverage) and
by_class (per gold class: support, recall, precision, f1).
Precision is computed over ALL predictions of a class (in- and out-of-scope
columns), so a detector firing on out-of-scope columns is penalized.