Carlos-Francisco Méndez-Cruz / automatic-extraction-growth-conditions

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Estefani Gaytan Nunez
606d224d 1 parent 2487819c

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Showing 3 changed files with 9 additions and 4 deletions
......@@ -68,11 +68,11 @@ if __name__ == '__main__':
for report in reportFileList:
with open(os.path.join(options.inputPath, report), 'r') as File:
string = File.read()
scores[report[7:11]]['CV']=re.findall('best\sCV\sscore\:(\d+\.\d+)', string)[0]
scores[report[7:12].replace('_', ' ')]['CV']=re.findall('best\sCV\sscore\:(\d+\.\d+)', string)[0]
summaryScores = re.findall('avg\s\/\stotal\s+(\d+\.\d+)\s+(\d+\.\d+)\s+(\d+\.\d+)', string)[0]
scores[report[7:11]]['precision']=summaryScores[0]
scores[report[7:11]]['recall']=summaryScores[1]
scores[report[7:11]]['f1-score']=summaryScores[2]
scores[report[7:12].replace('_', ' ')]['precision']=summaryScores[0]
scores[report[7:12].replace('_', ' ')]['recall']=summaryScores[1]
scores[report[7:12].replace('_', ' ')]['f1-score']=summaryScores[2]
print(DF(scores).T)
scoresTable = DF(scores).T
......
Run1 Run10 Run11 Run12 Run13 Run14 Run15 Run16 Run2 Run3 Run4 Run5 Run6 Run7 Run8 Run9
CV 0.8166537086281624 0.8426343854107191 0.8200149039218473 0.8369330476694216 0.8308032444965605 0.8497587132907273 0.8354648872990671 0.856091701330711 0.8209562028933415 0.8200873889763314 0.8172882049457899 0.830775030715119 0.8434032566660784 0.836408383376389 0.843848676674025 0.8189566663670631
f1-score 0.806 0.805 0.802 0.816 0.815 0.821 0.817 0.813 0.806 0.813 0.804 0.817 0.815 0.821 0.818 0.812
precision 0.848 0.911 0.907 0.919 0.919 0.864 0.857 0.905 0.907 0.898 0.846 0.859 0.919 0.860 0.914 0.843
recall 0.773 0.746 0.742 0.752 0.754 0.789 0.785 0.756 0.748 0.764 0.771 0.783 0.754 0.789 0.760 0.787