August 2019
Intermediate to advanced
342 pages
9h 35m
English
Content preview from Hands-On Artificial Intelligence for Cybersecurity
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ROC curve example
The following code shows how to calculate an ROC curve using the roc_curve() method of scikit-learn:
import numpy as npfrom sklearn.metrics import roc_curvey_true = np.array([0, 1, 1, 1])y_pred = np.array([0.2, 0.7, 0.65, 0.9])FPR, TPR, THR = roc_curve(y_true, y_pred)
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.