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Plot.py
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import matplotlib.pyplot as plt
smac = [91.83, 89.73, 9.8, 10.1, 91.6, 9.8, 93.57, 95.81, 96.53, 9.8, 96.52, 58.37, 73.99, 51.14, 93.42, 10.32, 10.28, 83.12, 61.47, 31.2, 94.71, 91.23, 74.76, 95.41, 10.29, 92.99, 95.9, 97.18, 96.48, 97.33, 98.25, 97.57, 97.33, 10.28, 96.78, 97.43, 95.99, 82.34, 96.21, 11.35, 97.57, 95.73, 95.23, 97.05, 96.05, 96.81, 94.39, 94.68, 95.89, 90.78, 9.74, 57.75, 95.91, 93.38, 96.16, 10.28, 96.72, 93.62, 95.27, 92.23, 11.35, 97.23, 97.8, 96.39, 9.8, 97.42, 97.38, 10.28, 9.82, 10.32, 96.99, 96.82, 97.0, 95.7, 96.9, 97.62, 98.08, 23.99, 97.99, 96.17, 97.95, 97.17, 96.81, 97.47, 96.74, 95.67, 97.71, 97.6, 96.99, 9.8, 94.6, 94.39, 97.37, 96.37, 95.19, 97.86, 97.72, 97.09, 97.19, 97.35]
dummy = [91.83, 89.73, 9.8, 11.35, 91.6, 9.8, 93.57, 95.84, 97.11, 9.8, 9.8, 95.32, 96.76, 9.82, 97.92, 95.87, 10.32, 9.8, 9.8, 96.69, 11.35, 75.17, 93.08, 69.36, 10.28, 9.8, 9.8, 94.15, 10.32, 96.55, 80.71, 97.6, 95.34, 9.8, 10.28, 11.35, 10.1, 9.82, 9.8, 93.62, 93.94, 11.35, 10.32, 33.49, 94.17, 9.8, 11.35, 94.87, 9.8, 46.0, 97.54, 9.82, 10.1, 93.06, 94.43, 86.39, 85.87, 9.58, 18.75, 87.62, 61.74, 94.3, 9.8, 90.59, 37.43, 93.18, 95.02, 69.34, 9.8, 96.56, 90.82, 9.58, 11.35, 9.82, 95.81, 78.64, 9.8, 10.32, 96.86, 9.8, 9.8, 9.8, 10.28, 90.83, 85.46, 10.28, 98.04, 91.12, 94.87, 96.15, 9.8, 97.53, 9.58, 9.82, 95.87, 49.14, 93.77, 91.79, 96.8, 9.74]
gp = [9.8, 8.92, 85.52, 97.93, 95.41, 10.1, 96.42, 96.42, 9.8, 9.8, 98.06, 97.77, 96.55, 97.72, 94.59, 9.8, 90.94, 93.45, 10.32, 74.46, 96.67, 96.92, 79.99, 30.04, 85.94, 90.12, 10.09, 95.1, 89.63, 94.57, 91.14, 96.42, 65.88, 71.19, 86.18, 42.87, 11.35, 95.19, 94.23, 91.03, 48.62, 96.41, 96.74, 97.08, 98.13, 9.82, 62.82, 96.03, 97.73, 94.03, 96.94, 92.28, 9.8, 96.57, 97.06, 98.18, 97.29, 97.65, 96.93, 96.73, 97.34, 96.74, 97.54, 98.35, 97.42, 97.9, 97.44, 96.69, 94.18, 98.06, 97.64, 98.28, 97.86, 97.49, 98.12, 97.8, 98.13, 98.47, 98.12, 97.63, 97.54, 97.98, 95.64, 98.07, 97.58, 97.04, 97.04, 96.39, 97.86, 94.54, 95.54, 96.04, 96.36, 96.17, 98.05, 95.46, 98.34, 96.12, 96.43, 96.81]
x = [i for i in range(len(smac))]
# plt.scatter(x, smac)
# plt.scatter(x, dummy)
# plt.scatter(x, gp)
plt.plot(x, gp, "r")
# plt.plot(x, smac)
plt.plot(x, dummy, "b--")
plt.legend(["SMAC", "Random"])
plt.show()