73 lines
1.9 KiB
Python
73 lines
1.9 KiB
Python
import random
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man = ['silnik', 'windows', 'silnika', 'gb', 'mb', 'meczu', 'pc', 'opony', 'apple', 'iphone', 'zwiastuny', 'hd',
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'ubuntu', 'systemu', 'serwer']
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woman = ['ciąży', 'miesiączki', 'ciasto', 'ciążę', 'zadowolona', 'ciąża', 'ciazy', 'antykoncepcyjne', 'ginekologa',
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'tabletki', 'porodzie', 'mąż', 'miesiączkę', 'krwawienie', 'ciasta']
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# stemowanie
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def steming(man, woman):
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man_stem = []
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woman_stem = []
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for i in man:
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man_stem.append(i[:5].lower())
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for i in woman:
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woman_stem.append(i[:5].lower())
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return man_stem, woman_stem
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def predict(man_stem, woman_stem, dane):
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res = []
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i = 0
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for s in dane:
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man_count = 0
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woman_count = 0
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t = s.split()
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for w in t:
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if w[:5].lower() in man_stem:
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man_count += 1
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elif w[:5].lower() in woman_stem:
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woman_count += 1
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if man_count >= woman_count:
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res.append('1')
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elif man_count < woman_count:
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res.append('0')
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# else:
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# res.append(str(round(random.random())))
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return res
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def out_file(res, name):
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with open(name, 'w') as file:
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for p in res:
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file.write(p + "\n")
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man_dict, woman_dict = steming(man, woman)
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dane = []
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with open('dev-0/in.tsv') as data:
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for idx, line in enumerate(data.readlines()):
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dane.append(line.replace('\n', ''))
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result = predict(man_dict, woman_dict, dane)
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out_file(result, 'dev-0/out.tsv')
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dane2 = []
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with open('dev-1/in.tsv') as data:
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for idx, line in enumerate(data.readlines()):
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dane2.append(line.replace('\n', ''))
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result = predict(man_dict, woman_dict, dane2)
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out_file(result, 'dev-1/out.tsv')
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dane3 = []
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with open('test-A/in.tsv') as data:
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for idx, line in enumerate(data.readlines()):
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dane3.append(line.replace('\n', ''))
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result = predict(man_dict, woman_dict, dane3)
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out_file(result, 'test-A/out.tsv') |