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Fix test

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This commit is contained in:
Matthew Honnibal 2020-08-24 23:41:44 +02:00
parent 964d636e27
commit cf3097260f
1 changed files with 30 additions and 30 deletions
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60
spacy/tests/test_scorer.py
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@ -102,7 +102,7 @@ def test_tokenization(sented_doc):
gold = {"sent_starts": [t.sent_start for t in sented_doc]}
example = Example.from_dict(sented_doc, gold)
scores = scorer.score([example])
assert scores["token_acc"] == 1.0
assert scores["token_acc"] == 100.0
nlp = English()
example.predicted = Doc(
@ -123,7 +123,7 @@ def test_sents(sented_doc):
gold = {"sent_starts": [t.sent_start for t in sented_doc]}
example = Example.from_dict(sented_doc, gold)
scores = scorer.score([example])
assert scores["sents_f"] == 1.0
assert scores["sents_f"] == 100.0
# One sentence start is moved
gold["sent_starts"][3] = 0
@ -149,14 +149,14 @@ def test_las_per_type(en_vocab):
examples.append(example)
results = scorer.score(examples)
assert results["dep_uas"] == 1.0
assert results["dep_las"] == 1.0
assert results["dep_las_per_type"]["nsubj"]["p"] == 1.0
assert results["dep_las_per_type"]["nsubj"]["r"] == 1.0
assert results["dep_las_per_type"]["nsubj"]["f"] == 1.0
assert results["dep_las_per_type"]["compound"]["p"] == 1.0
assert results["dep_las_per_type"]["compound"]["r"] == 1.0
assert results["dep_las_per_type"]["compound"]["f"] == 1.0
assert results["dep_uas"] == 100.0
assert results["dep_las"] == 100.0
assert results["dep_las_per_type"]["nsubj"]["p"] == 100.0
assert results["dep_las_per_type"]["nsubj"]["r"] == 100.0
assert results["dep_las_per_type"]["nsubj"]["f"] == 100.0
assert results["dep_las_per_type"]["compound"]["p"] == 100.0
assert results["dep_las_per_type"]["compound"]["r"] == 100.0
assert results["dep_las_per_type"]["compound"]["f"] == 100.0
# One dep is incorrect in Doc
scorer = Scorer()
@ -174,13 +174,13 @@ def test_las_per_type(en_vocab):
examples.append(example)
results = scorer.score(examples)
assert results["dep_uas"] == 1.0
assert results["dep_uas"] == 100.0
assert_almost_equal(results["dep_las"], 0.9090909)
assert results["dep_las_per_type"]["nsubj"]["p"] == 0
assert results["dep_las_per_type"]["nsubj"]["r"] == 0
assert results["dep_las_per_type"]["nsubj"]["f"] == 0
assert_almost_equal(results["dep_las_per_type"]["compound"]["p"], 0.666666666)
assert results["dep_las_per_type"]["compound"]["r"] == 1.0
assert results["dep_las_per_type"]["compound"]["r"] == 100.0
assert results["dep_las_per_type"]["compound"]["f"] == 0.8
@ -202,12 +202,12 @@ def test_ner_per_type(en_vocab):
examples.append(example)
results = scorer.score(examples)
assert results["ents_p"] == 1.0
assert results["ents_r"] == 1.0
assert results["ents_f"] == 1.0
assert results["ents_per_type"]["CARDINAL"]["p"] == 1.0
assert results["ents_per_type"]["CARDINAL"]["r"] == 1.0
assert results["ents_per_type"]["CARDINAL"]["f"] == 1.0
assert results["ents_p"] == 100.0
assert results["ents_r"] == 100.0
assert results["ents_f"] == 100.0
assert results["ents_per_type"]["CARDINAL"]["p"] == 100.0
assert results["ents_per_type"]["CARDINAL"]["r"] == 100.0
assert results["ents_per_type"]["CARDINAL"]["f"] == 100.0
# Doc has one missing and one extra entity
# Entity type MONEY is not present in Doc
@ -233,15 +233,15 @@ def test_ner_per_type(en_vocab):
assert "GPE" in results["ents_per_type"]
assert "MONEY" in results["ents_per_type"]
assert "ORG" in results["ents_per_type"]
assert results["ents_per_type"]["GPE"]["p"] == 1.0
assert results["ents_per_type"]["GPE"]["r"] == 1.0
assert results["ents_per_type"]["GPE"]["f"] == 1.0
assert results["ents_per_type"]["GPE"]["p"] == 100.0
assert results["ents_per_type"]["GPE"]["r"] == 100.0
assert results["ents_per_type"]["GPE"]["f"] == 100.0
assert results["ents_per_type"]["MONEY"]["p"] == 0
assert results["ents_per_type"]["MONEY"]["r"] == 0
assert results["ents_per_type"]["MONEY"]["f"] == 0
assert results["ents_per_type"]["ORG"]["p"] == 0.5
assert results["ents_per_type"]["ORG"]["r"] == 1.0
assert results["ents_per_type"]["ORG"]["f"] == approx(0.6666666)
assert results["ents_per_type"]["ORG"]["p"] == 50.0
assert results["ents_per_type"]["ORG"]["r"] == 100.0
assert results["ents_per_type"]["ORG"]["f"] == approx(66.66666)
def test_tag_score(tagged_doc):
@ -256,10 +256,10 @@ def test_tag_score(tagged_doc):
example = Example.from_dict(tagged_doc, gold)
results = scorer.score([example])
assert results["tag_acc"] == 1.0
assert results["pos_acc"] == 1.0
assert results["morph_acc"] == 1.0
assert results["morph_per_feat"]["NounType"]["f"] == 1.0
assert results["tag_acc"] == 100.0
assert results["pos_acc"] == 100.0
assert results["morph_acc"] == 100.0
assert results["morph_per_feat"]["NounType"]["f"] == 100.0
# Gold annotation is modified
scorer = Scorer()
@ -282,9 +282,9 @@ def test_tag_score(tagged_doc):
assert results["tag_acc"] == 0.9
assert results["pos_acc"] == 0.9
assert results["morph_acc"] == approx(0.8)
assert results["morph_per_feat"]["NounType"]["f"] == 1.0
assert results["morph_per_feat"]["NounType"]["f"] == 100.0
assert results["morph_per_feat"]["Poss"]["f"] == 0.0
assert results["morph_per_feat"]["Number"]["f"] == approx(0.72727272)
assert results["morph_per_feat"]["Number"]["f"] == approx(72.727272)
def test_roc_auc_score():