Skip to content

Added classification report in evaluate function #21

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
abhi1nandy2 wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Added classification report in evaluate function #21

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
14 changes: 14 additions & 0 deletions main.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -167,6 +167,20 @@ def evaluate(data, model, name, nbest=None):
gold_results += gold_label
decode_time = time.time() - start_time
speed = len(instances)/decode_time

gold_ = []
pred_ = []

for it_ in gold_results:
for it_2 in it_:
gold_.append(it_2)

for it_ in pred_results:
for it_2 in it_:
pred_.append(it_2)

print(classification_report(gold_, pred_))

acc, p, r, f = get_ner_fmeasure(gold_results, pred_results, data.tagScheme)
if nbest:
return speed, acc, p, r, f, nbest_pred_results, pred_scores
Expand Down