2martens/masterthesis
1
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity

Added missing metrics

Browse Source 
Signed-off-by: Jim Martens <github@2martens.de>
This commit is contained in:
Jim Martens
2019-09-03 12:16:31 +02:00
parent f9e489b435
commit e1ff56c5d3
1 changed files with 25 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files

25
src/twomartens/masterthesis/cli.py
View File

@ -467,7 +467,30 @@ def _visualise_metrics(visualise_precision_recall: callable,
visualise_ose_f1(cumulative_ose, f1_scores_macro,
output_path, "macro")
# TODO add further metrics
max_f1_score_micro_index = np.argmax(f1_scores_micro, axis=0)
max_f1_score_micro = f1_scores_micro[max_f1_score_micro_index]
precision_at_max_f1_micro = precision_micro[max_f1_score_micro_index]
recall_at_max_f1_micro = recall_micro[max_f1_score_micro_index]
ose_at_max_f1_micro = cumulative_ose[max_f1_score_micro_index]
max_f1_score_macro_index = np.argmax(f1_scores_macro, axis=0)
max_f1_score_macro = f1_scores_macro[max_f1_score_macro_index]
precision_at_max_f1_macro = precision_macro[max_f1_score_macro_index]
recall_at_max_f1_macro = recall_macro[max_f1_score_macro_index]
ose_at_max_f1_macro = cumulative_ose[max_f1_score_macro_index]
import json
with open(f"{output_path}/scores.json", "w") as file:
json.dump({
"max_f1_score_micro": max_f1_score_micro,
"precision_at_max_f1_micro": precision_at_max_f1_micro,
"recall_at_max_f1_micro": recall_at_max_f1_micro,
"ose_at_max_f1_micro": ose_at_max_f1_micro,
"max_f1_score_macro": max_f1_score_macro,
"precision_at_max_f1_macro": precision_at_max_f1_macro,
"recall_at_max_f1_macro": recall_at_max_f1_macro,
"ose_at_max_f1_macro": ose_at_max_f1_macro,
}, file)
def _init_eager_mode() -> None: