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Minor update
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@ -122,7 +122,7 @@ int main() try
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// And finally, we call this global optimizer that will search for the best parameters.
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// And finally, we call this global optimizer that will search for the best parameters.
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// It will call cross_validation_score() 30 times with different settings and return
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// It will call cross_validation_score() 50 times with different settings and return
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// the best parameter setting it finds. find_max_global() uses a global optimization
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// the best parameter setting it finds. find_max_global() uses a global optimization
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// method based on a combination of non-parametric global function modeling and
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// method based on a combination of non-parametric global function modeling and
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// quadratic trust region modeling to efficiently find a global maximizer. It usually
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// quadratic trust region modeling to efficiently find a global maximizer. It usually
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@ -132,7 +132,7 @@ int main() try
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auto result = find_max_global(cross_validation_score,
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auto result = find_max_global(cross_validation_score,
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{1e-5, 1e-5, 1e-5}, // lower bound constraints on gamma, c1, and c2, respectively
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{1e-5, 1e-5, 1e-5}, // lower bound constraints on gamma, c1, and c2, respectively
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{100, 1e6, 1e6}, // upper bound constraints on gamma, c1, and c2, respectively
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{100, 1e6, 1e6}, // upper bound constraints on gamma, c1, and c2, respectively
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max_function_calls(30));
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max_function_calls(50));
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double best_gamma = result.x(0);
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double best_gamma = result.x(0);
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double best_c1 = result.x(1);
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double best_c1 = result.x(1);
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