s470629/SystemyDialogowe
3
1
Fork 0
Code Issues Pull Requests Releases Wiki Activity

Eval2 test

Browse Source
This commit is contained in:
Maciej Sobkowiak 2021-05-17 15:15:51 +02:00
parent 6d44bf146f
commit f28cbe8a28
1 changed files with 12 additions and 10 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

22
eval2.py
View File

@ -3,6 +3,9 @@ import jsgf
import pandas as pd import pandas as pd
import numpy as np import numpy as np
import os import os
from NaturalLanguageUnderstanding import NLU
nlu = NLU()
gramar = jsgf.parse_grammar_file('book.jsgf') gramar = jsgf.parse_grammar_file('book.jsgf')
print(gramar) print(gramar)
@ -14,19 +17,18 @@ for f in os.listdir('data'):
dialog = pd.read_csv(f'data/{f}', sep='\t') dialog = pd.read_csv(f'data/{f}', sep='\t')
dialog = dialog.loc[dialog['Interlocutor'] == 'user'] dialog = dialog.loc[dialog['Interlocutor'] == 'user']
# print(dialog)
for index, row in dialog.iterrows(): for index, row in dialog.iterrows():
rows += 1 rows += 1
match = gramar.find_matching_rules(row['Text']) match = gramar.find_matching_rules(row['Text'])
if match: if match:
matches += 1
print(match)
acts = row['Acts'].split('&') acts = row['Acts'].split('&')
print(acts) for act in acts:
else:
# print("not match")
pass
print(rows) frame = nlu.parse_user_input(row['Text'])
print(matches) frame_act_name = frame.getActType().name.lower()
if frame_act_name in act.strip():
matches += 1
print("Rows processed: " + str(rows))
print("Accuracy: " + str(matches/rows*100))