11 lines
310 B
Python
11 lines
310 B
Python
import numpy as np
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from sklearn import metrics
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# K (number of shots)
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x = np.array([1., 10., 30., 50., 100., 300., 500., 1000.])
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x_log = np.log(x) / np.log(1000)
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# Average Recall scores
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y = np.array([0.0, 18.0, 26.5, 29.6, 33.4, 39.0, 41.5, 45.0])
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y *= 0.01
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auc = metrics.auc(x_log, y)
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print('AUC score:', auc) |