From 948070e020ff907aa56ea0600a00d1e55cc7e249 Mon Sep 17 00:00:00 2001 From: plwapet <lavoisierwapet@gmail.com> Date: Thu, 29 Sep 2022 14:43:32 +0200 Subject: [PATCH] analysing strange cases - first part --- kernel_ridge_linear_model/kernel_ridge.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/kernel_ridge_linear_model/kernel_ridge.py b/kernel_ridge_linear_model/kernel_ridge.py index 19d5c6d..fd1f277 100755 --- a/kernel_ridge_linear_model/kernel_ridge.py +++ b/kernel_ridge_linear_model/kernel_ridge.py @@ -274,6 +274,8 @@ if (generate_plots): kernel_ridge_ax.set_xlabel('Configuration') kernel_ridge_ax.set_ylabel(r'Energy consumed/Workload ($\times 10E-11$)') kernel_ridge_ax.tick_params(size=8) + _ = kernel_ridge_ax.set_title("All datas") + else : kernel_ridge_ax.bar(X_user_friendly_test,predicted_y_test, width=0.4) @@ -282,8 +284,8 @@ if (generate_plots): kernel_ridge_ax.set_xlabel('Configuration') kernel_ridge_ax.set_ylabel(r'Energy consumed/Workload ($\times 10E-11$)') kernel_ridge_ax.tick_params(size=8) + _ = kernel_ridge_ax.set_title("Predicted data\n using kernel ridge, R2 = " + str(utils.compute_r2_score(y_test, predicted_y_test))) - _ = kernel_ridge_ax.set_title("Predicted data\n using kernel ridge, R2 = " + str(utils.compute_r2_score(y_test, predicted_y_test))) R2_score = utils.compute_r2_score(y_test, predicted_y_test) print(" R2 error = ", utils.compute_r2_score(y_test, predicted_y_test)) if(search_ridge_coeff): -- GitLab