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__': ...@@ -68,11 +68,11 @@ if __name__ == '__main__':
68 for report in reportFileList: 68 for report in reportFileList:
69 with open(os.path.join(options.inputPath, report), 'r') as File: 69 with open(os.path.join(options.inputPath, report), 'r') as File:
70 string = File.read() 70 string = File.read()
71 - scores[report[7:11]]['CV']=re.findall('best\sCV\sscore\:(\d+\.\d+)', string)[0] 71 + scores[report[7:12].replace('_', ' ')]['CV']=re.findall('best\sCV\sscore\:(\d+\.\d+)', string)[0]
72 summaryScores = re.findall('avg\s\/\stotal\s+(\d+\.\d+)\s+(\d+\.\d+)\s+(\d+\.\d+)', string)[0] 72 summaryScores = re.findall('avg\s\/\stotal\s+(\d+\.\d+)\s+(\d+\.\d+)\s+(\d+\.\d+)', string)[0]
73 - scores[report[7:11]]['precision']=summaryScores[0] 73 + scores[report[7:12].replace('_', ' ')]['precision']=summaryScores[0]
74 - scores[report[7:11]]['recall']=summaryScores[1] 74 + scores[report[7:12].replace('_', ' ')]['recall']=summaryScores[1]
75 - scores[report[7:11]]['f1-score']=summaryScores[2] 75 + scores[report[7:12].replace('_', ' ')]['f1-score']=summaryScores[2]
76 76
77 print(DF(scores).T) 77 print(DF(scores).T)
78 scoresTable = DF(scores).T 78 scoresTable = DF(scores).T
......
1 + Run1 Run10 Run11 Run12 Run13 Run14 Run15 Run16 Run2 Run3 Run4 Run5 Run6 Run7 Run8 Run9
2 +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
3 +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
4 +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
5 +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