diff --git a/kernel_ridge_linear_model/best_R2_exploration_summary.csv b/kernel_ridge_linear_model/best_R2_exploration_summary.csv index 034b18732d9b5bc1acf12c1239bfa9a4d438abec..01c7d29a123db32c8ab58d728ba6b9330d6bdc8a 100755 --- a/kernel_ridge_linear_model/best_R2_exploration_summary.csv +++ b/kernel_ridge_linear_model/best_R2_exploration_summary.csv @@ -258,3 +258,4 @@ google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,Fals google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8215976961849587,10,10,base_Y_F_N_on_socket, google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.6678084203477483,10,10,base_Y_F_N_on_socket, google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.6678084203477483,10,10,base_Y_F_N_on_socket, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.6678084203477483,10,10,base_Y_F_N_on_socket, diff --git a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png index 1eefac611e01834048b5b98e6ab7b5a8612c607c..74610c98d064364151f945fa449c098dea5f6f57 100755 Binary files a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png and b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png differ diff --git a/kernel_ridge_linear_model/log_file_for_strange_cases_exploration.txt b/kernel_ridge_linear_model/log_file_for_strange_cases_exploration.txt index 34474651ee2bc06203ce63f523c0cbbadcb95bfb..c048f87766e9cfc807f7372cc112fcdc2a31a2ee 100755 --- a/kernel_ridge_linear_model/log_file_for_strange_cases_exploration.txt +++ b/kernel_ridge_linear_model/log_file_for_strange_cases_exploration.txt @@ -10618,13 +10618,6 @@ column mean vector= [11010962088.575748, 11010962088.575748, 11010962088.575748 diff with predicted vector squared [1.34012891e+18 1.43754180e+15 2.46788464e+19 4.56614672e+18] End computing r squared, result = 0.6678084203477483 Start computin r squared, result = -column mean vector= [11010962088.575748, 11010962088.575748, 11010962088.575748, 11010962088.575748] - diff with mean vector [-3.77889220e+09 -5.64782401e+09 5.56940377e+09 3.85731243e+09] - diff with mean vector squared [1.42800262e+19 3.18979160e+19 3.10182584e+19 1.48788592e+19] - diff with predicted vector [-1.15763937e+09 -3.79149284e+07 4.96778083e+09 2.13685440e+09] - diff with predicted vector squared [1.34012891e+18 1.43754180e+15 2.46788464e+19 4.56614672e+18] -End computing r squared, result = 0.6678084203477483 -Start computin r squared, result = column mean vector= [11010962088.575748, 11010962088.575748, 11010962088.575748, 11010962088.575748] diff with mean vector [-3.77889220e+09 -5.64782401e+09 5.56940377e+09 3.85731243e+09] diff with mean vector squared [1.42800262e+19 3.18979160e+19 3.10182584e+19 1.48788592e+19] @@ -10633,4 +10626,4 @@ column mean vector= [11010962088.575748, 11010962088.575748, 11010962088.575748 End computing r squared, result = 0.6678084203477483 R2 error = 0.6678084203477483 --- Actual line: ['google_pixel_4a_5g', 'google_pixel_4a_5g_format', False, False, 1000, 0.01000000099, False, '----', 0, 1000000000.0, 1000000000.0, 1e-09, 1000, 0.1, 100, False, 0.6678084203477483, 10, 10, 'base_Y_F_N_on_socket'] ---- Total execution time: 0.6584982872009277 seconds = 0.010974971453348796 mins +--- Total execution time: 0.6385223865509033 seconds = 0.010642039775848388 mins diff --git a/log_file_for_strange_cases_exploration.txt b/log_file_for_strange_cases_exploration.txt new file mode 100755 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391