34 lines
1.1 KiB
Python
Executable file
34 lines
1.1 KiB
Python
Executable file
#!/usr/bin/env python3
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import sys
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import os
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import numpy as np
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import matplotlib.pyplot as plt
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#get the auc average values of one experiment
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figdir=sys.argv[1] # directory of a result of one experiment
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#eg : ./fastga_results_all/fastga_results_planO/planO_maxExp\=100000_maxEv\=5n_2021-08-13T19\:04+02\:00_results_elites_all/raw
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if("fastga_results_plan" in figdir):
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print("FID,",",".join(map(str,range(1,16))))
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aucs=[[] for i in range(19)]
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for fastgadir in os.listdir(os.path.join(figdir,"raw/data")): #fastgadir : directory of 50 runs of an elite configuration
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#cum=np.cumsum([0.1]*10)
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average=[]
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for fname in os.listdir(os.path.join(figdir,"raw/data",fastgadir)):
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with open(os.path.join(figdir,"raw/data",fastgadir,fname)) as fd:
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auc = float(fd.readlines()[0]) * -1
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average.append(auc)
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aucs[int(fastgadir.split("_")[0].split("=")[1])].append(average)
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#print(np.shape(aucs))
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for i in range(19):
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print(str(i)+",",",".join(map(str,np.mean(aucs[i],1))))
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