analysing strange cases - first part

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,

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