-----------------------------------------------------------
dim =  5 width =  4000 reg_svd =  1e-06 r_m 0.005
w_outer_swim =  1437 w_outer_elm =  51
rmse_swim = 0.0007406890141912945 rel_err_swim = 0.0011655433219181289 time = 112.16013050079346
rmse_swim (train) = 0.0007040714752372888 rel_err_swim (train)=  0.0011068707219971186 

rmse_elm = 0.0036757363396213195 rel_err_elm =  0.005784114333672225 time = 81.15622782707214
rmse_elm (train) = 0.003560707537779403 rel_err_elm (train)=  0.0055977880964914505
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-----------------------------------------------------------
dim =  5 width =  4000 reg_svd =  1e-12 r_m 0.005
w_outer_swim =  3109 w_outer_elm =  247
rmse_swim = 0.0007291430830229506 rel_err_swim = 0.0011473747211818502 time = 238.46279001235962
rmse_swim (train) = 0.0006167941072553463 rel_err_swim (train)=  0.0009696619772746843 

rmse_elm = 6.0638687767546905e-05 rel_err_elm =  9.542063703281737e-05 time = 84.24352645874023
rmse_elm (train) = 5.742998529981811e-05 rel_err_elm (train)=  9.028567628261009e-05
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