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update old gpr model

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bohanjason
2019-11-30 03:30:35 -05:00
committed by Dana Van Aken
parent fd7f111c26
commit 7ebb2ea473
5 changed files with 84 additions and 38 deletions
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5
server/website/website/tasks/async_tasks.py
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@@ -645,8 +645,9 @@ def configuration_recommendation(recommendation_input):
epsilon=DEFAULT_EPSILON,
max_iter=MAX_ITER,
sigma_multiplier=DEFAULT_SIGMA_MULTIPLIER,
mu_multiplier=DEFAULT_MU_MULTIPLIER)
model.fit(X_scaled, y_scaled, X_min, X_max, ridge=DEFAULT_RIDGE)
mu_multiplier=DEFAULT_MU_MULTIPLIER,
ridge=DEFAULT_RIDGE)
model.fit(X_scaled, y_scaled, X_min, X_max)
res = model.predict(X_samples, constraint_helper=constraint_helper)
best_config_idx = np.argmin(res.minl.ravel())