-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-06 r_m 0.005
rmse_swim = 0.000427949861157405 rel_err_swim = 0.0006902069524936337 time = 170.92265820503235
rmse_swim (train) = 0.00042548929921582554 rel_err_swim (train)=  0.0006862208374486182 

rmse_elm = 0.008720798662493335 rel_err_elm =  0.014065095971455789 time = 107.79658889770508
rmse_elm (train) = 0.008645615693873501 rel_err_elm (train)=  0.013943480253540834
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-06 r_m 0.1
rmse_swim = 0.000427949861157405 rel_err_swim = 0.0006902069524936337 time = 166.5776789188385
rmse_swim (train) = 0.00042548929921582554 rel_err_swim (train)=  0.0006862208374486182 

rmse_elm = 0.001136993284567206 rel_err_elm =  0.0018337677872460247 time = 111.6873869895935
rmse_elm (train) = 0.00113854413480381 rel_err_elm (train)=  0.0018362217595065287
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-08 r_m 0.005
rmse_swim = 3.4292240178159726e-05 rel_err_swim = 5.530727951058202e-05 time = 185.58592820167542
rmse_swim (train) = 3.330403570718936e-05 rel_err_swim (train)=  5.371209878961897e-05 

rmse_elm = 0.008616576490925006 rel_err_elm =  0.013897004159891943 time = 111.31398701667786
rmse_elm (train) = 0.008543817234151452 rel_err_elm (train)=  0.013779301684514095
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-08 r_m 0.1
rmse_swim = 3.4292240178159726e-05 rel_err_swim = 5.530727951058202e-05 time = 185.56500792503357
rmse_swim (train) = 3.330403570718936e-05 rel_err_swim (train)=  5.371209878961897e-05 

rmse_elm = 2.4342736542483388e-05 rel_err_elm =  3.9260501122497326e-05 time = 131.65276837348938
rmse_elm (train) = 2.426025785236772e-05 rel_err_elm (train)=  3.912647037388055e-05
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-10 r_m 0.005
rmse_swim = 3.0475535142511008e-06 rel_err_swim = 4.915161364800268e-06 time = 388.12521052360535
rmse_swim (train) = 2.9598250205667215e-06 rel_err_swim (train)=  4.773548025903269e-06 

rmse_elm = 0.008616576490925006 rel_err_elm =  0.013897004159891943 time = 111.38647818565369
rmse_elm (train) = 0.008543817234151452 rel_err_elm (train)=  0.013779301684514095
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-10 r_m 0.1
rmse_swim = 3.0475535142511008e-06 rel_err_swim = 4.915161364800268e-06 time = 392.78385758399963
rmse_swim (train) = 2.9598250205667215e-06 rel_err_swim (train)=  4.773548025903269e-06 

rmse_elm = 7.87454747254779e-07 rel_err_elm =  1.27002434317757e-06 time = 238.8377435207367
rmse_elm (train) = 7.849099017718651e-07 rel_err_elm (train)=  1.2658873703951628e-06
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-12 r_m 0.005
rmse_swim = 1.7229220519639547e+54 rel_err_swim = 2.7787665958202693e+54 time = 1198.2840857505798
rmse_swim (train) = 1.8465627807884927e+54 rel_err_swim (train)=  2.9781004132641618e+54 

rmse_elm = 0.00015746458847621257 rel_err_elm =  0.0002539623530754129 time = 137.09743928909302
rmse_elm (train) = 0.00015458604291772353 rel_err_elm (train)=  0.0002493133529430081
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  4000 reg_svd =  1e-12 r_m 0.1
rmse_swim = 1.7229220519639547e+54 rel_err_swim = 2.7787665958202693e+54 time = 1290.1388669013977
rmse_swim (train) = 1.8465627807884927e+54 rel_err_swim (train)=  2.9781004132641618e+54 

rmse_elm = 6.333811358071245e-07 rel_err_elm =  1.0215310324673703e-06 time = 7087.381348133087
rmse_elm (train) = 6.3781085828171e-07 rel_err_elm (train)=  1.028648904004254e-06
-----------------------------------------------------------

