kindred.evaluate

kindred.evaluate(goldCorpus, testCorpus, metric='f1score', display=False)

Compares the gold corpus with the test corpus and calculate appropriate metrics.

Parameters:

• goldCorpus (kindred.Corpus) – The gold standard set of data
• testCorpus (kindred.Corpus) – The test set for comparison
• metric (str) – Which metric to use (precision/recall/f1score). ‘all’ will provide all three as a tuple
• display (bool) – Whether to print (to stdout) specific statistics for each relation type

Returns:

The value of the corresponding metric (or metrics)

Return type:

float (or tuple of floats)