-----------------------------------------------------------
dim =  7 width =  4000 reg_svd =  1e-12 r_m 0.05
w_outer_swim =  3114 w_outer_elm =  3336
rmse_swim = 0.0005036078386927122 rel_err_swim = 0.0007836585539435497 time = 198.31727814674377
rmse_swim (train) = 0.00048691246153940846 rel_err_swim (train)=  0.0007577691935360028 

rmse_elm = 1.6364495293635926e-06 rel_err_elm =  2.5464609032131684e-06 time = 281.21985602378845
rmse_elm (train) = 1.5173048608820018e-06 rel_err_elm (train)=  2.3613420719275523e-06
-----------------------------------------------------------

-----------------------------------------------------------
dim =  7 width =  4000 reg_svd =  1e-12 r_m 0.005
w_outer_swim =  3114 w_outer_elm =  781
rmse_swim = 0.0005036078386927122 rel_err_swim = 0.0007836585539435497 time = 207.57753729820251
rmse_swim (train) = 0.00048691246153940846 rel_err_swim (train)=  0.0007577691935360028 

rmse_elm = 2.6929505325567075e-05 rel_err_elm =  4.19047035817205e-05 time = 94.02076244354248
rmse_elm (train) = 2.577194237675437e-05 rel_err_elm (train)=  4.010820328760243e-05
-----------------------------------------------------------

-----------------------------------------------------------
dim =  7 width =  4000 reg_svd =  1e-12 r_m 0.1
w_outer_swim =  3114 w_outer_elm =  4000
rmse_swim = 0.0005036078386927122 rel_err_swim = 0.0007836585539435497 time = 214.71352672576904
rmse_swim (train) = 0.00048691246153940846 rel_err_swim (train)=  0.0007577691935360028 

rmse_elm = 7.121402138520017e-05 rel_err_elm =  0.00011081534625056381 time = 296.0223698616028
rmse_elm (train) = 6.427270170382013e-05 rel_err_elm (train)=  0.00010002593316774659
-----------------------------------------------------------

