8000 FIX Convergence Warnings in Gaussian process examples (#18019) · scikit-learn/scikit-learn@dbfb219 · GitHub
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marenwestermannMaren Westermannthomasjpfan
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FIX Convergence Warnings in Gaussian process examples (#18019)
Co-authored-by: Maren Westermann <maren.westermann@free-now.com> Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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‎examples/gaussian_process/plot_gpc_xor.py

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# fit the model
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plt.figure(figsize=(10, 5))
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kernels = [1.0 * RBF(length_scale=1.0), 1.0 * DotProduct(sigma_0=1.0) ** 2]
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kernels = [1.0 * RBF(length_scale=1.15), 1.0 * DotProduct(sigma_0=1.0) ** 2]
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for i, kernel in enumerate(kernels):
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clf = GaussianProcessClassifier(kernel=kernel, warm_start=True).fit(X, Y)
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