36 lines
1.3 KiB
Python
36 lines
1.3 KiB
Python
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def predictMenOrFemale(filpath):
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file = open(filpath+"/in.tsv",'r',encoding='utf-8')
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listOfLine = file.readlines()
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lenOfFile = len(listOfLine)
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sum=0
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for line in listOfLine:
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sum+=len(line)
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avarageLenOfLine = sum/lenOfFile
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result= open(filpath+'/out.tsv','w+',encoding='utf-8')
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for line in listOfLine:
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if any(item in line for item in listOfFemaleWord) or avarageLenOfLine >= len(line):
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answer = 0
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elif any(item in line for item in listOfMaleWord) or avarageLenOfLine < len(line):
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answer = 1
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result.write(f'{answer}\n')
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def acc(filepath):
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expexted = open(filepath+'/expected.tsv','r')
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exp = expexted.readlines()
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lenOfFile = len(exp)
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resulte = open(filepath+'/out.tsv','r')
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sum=0
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for i,line in enumerate(exp):
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for line2 in resulte:
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if line2[0]==line[0]:
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sum +=1
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break
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return sum/lenOfFile
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listOfMaleWord = ['silnik','windows','silnika','gb','mb','meczu','pc','opony','apple','iphone','zwiastuny','hd','ubuntu','systemu','serwer']
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listOfFemaleWord = ['ciąży','miesiączki','ciasto','ciąże','zadowolona','ciąża','ciazy','antykoncepcyjne','ginekolog','tabletki','mąż','miesiączka','krwawienie','ciasta']
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predictMenOrFemale('test-A')
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predictMenOrFemale('dev-1')
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predictMenOrFemale('train')
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print(acc('train'))
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