32 lines
762 B
Python
32 lines
762 B
Python
import os
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import re
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import pandas as pd
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import numpy as np
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from Modules import NLU
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PATTERN = r'[^(]*'
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# Algorytm sprawdzający
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rows = 0
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hits = 0
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nlu = NLU()
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for file_name in os.listdir('data'):
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df = pd.read_csv(f'data/{file_name}', sep='\t', names=['user', 'sentence', 'acts'])
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df = df[df.user == 'user']
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data = np.array(df)
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for row in data:
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rows += 1
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sentence = row[1]
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user_acts = row[2].split('&')
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nlu_acts = nlu.get_dialog_act(sentence)
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for nlu_act in nlu_acts:
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for user_act in user_acts:
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user_act = re.search(PATTERN, user_act).group()
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if user_act == nlu_act:
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hits += 1
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print(f"Accuracy: {(hits / rows)*100}")
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# Dokładność 38.5% |