modelrecov_base-KPS28RD_model-uncertainty_seplr_randips-TRUE_randbetas-FALSE_randsvs-TRUE_principle-TRUE.tsv 88 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391
  1. "participant_id" "model" "AIC" "p_V1" "p_V2" "variable" "x" "value" "AICc" "generating_model" "generating_x1" "generating_x2" "generating_x3" "generating_x4" "generating_b0" "generating_b1" "generating_b2" "generating_b3" "generating_b4" "model_recovery_svs" "iter" "algorithm" "xtol_rel" "maxeval" "tau"
  2. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "coefs" "z_(Intercept)" "0.629459679979628" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  3. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "coefs" "z_V1" "-15.8126788042191" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  4. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "coefs" "z_V2" "16.0957967661684" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  5. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "coefs" "(Intercept)" "-1.34290646130968" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  6. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "coefs" "V1" "-0.975060321173562" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  7. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "coefs" "V2" "0.997060863798623" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  8. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "coefs" "alpha" "0.339359008901049" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  9. "KPS28RD" "rw" 19.4427712301367 0.0156907891304395 0.0152632684712371 "x0" "alpha" "0.56903193737613" 19.7679744821692 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  10. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "z_(Intercept)" "10.8207489974615" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  11. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "z_V1" "-346.385976431347" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  12. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "z_V2" "374.700878904366" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  13. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "z_V1u" "23.9769031556442" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  14. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "z_V2u" "-37.554428405566" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  15. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "(Intercept)" "-85.561415233125" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  16. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "V1" "-22.5139613808756" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  17. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "V2" "24.2390526290723" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  18. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "V1u" "2.99564594302278" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  19. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "V2u" "-5.00862301745521" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  20. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "alpha" "0.201980358641146" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  21. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "coefs" "pi" "0.9999999989747" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  22. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "x0" "alpha" "0.56903193737613" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  23. "KPS28RD" "uncertainty" 14.8109304783181 0.990027827882815 0.990108979998486 "x0" "pi" "0.252772138901055" 15.7442638116514 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  24. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "z_(Intercept)" "39.2190648831426" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  25. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "z_V1" "-673.368975251311" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  26. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "z_V2" "712.347327586924" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  27. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "(Intercept)" "-119.613932248058" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  28. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "V1" "-41.9026569732264" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  29. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "V2" "44.3087985618252" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  30. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "alpha_pos" "0.20412015319355" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  31. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "coefs" "alpha_neg" "0.341433723488486" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  32. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "x0" "alpha_pos" "0.56903193737613" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  33. "KPS28RD" "seplr" 10.8109312721057 0.984515950901699 0.984501270524131 "x0" "alpha_neg" "0.497047804209869" 11.3027345507942 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  34. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "z_(Intercept)" "-17.7048144091381" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  35. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "z_V1" "-218.437095116944" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  36. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "z_V2" "237.748629421936" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  37. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "z_V1u" "-173.609093019764" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  38. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "z_V2u" "152.660229942918" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  39. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "(Intercept)" "-46.1683513258689" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  40. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "V1" "-12.56134604853" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  41. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "V2" "13.4985760186574" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  42. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "V1u" "-21.7160444987688" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  43. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "V2u" "19.2114572692043" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  44. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "alpha_pos" "0.0287860082304527" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  45. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "alpha_neg" "0.674753086419753" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  46. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "coefs" "pi" "0.0527777777777778" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  47. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "x0" "alpha_pos" "0.56903193737613" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  48. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "x0" "alpha_neg" "0.497047804209869" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  49. "KPS28RD" "uncertainty_seplr" 16.8109302162569 0.99966602158977 0.999095849874158 "x0" "pi" "0.252772138901055" 18.0210142498703 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  50. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "z_(Intercept)" "53.7190902036271" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  51. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "z_V1" "-793.695090687148" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  52. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "z_V2" "873.177527442329" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  53. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "(Intercept)" "-250.386404116516" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  54. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "V1" "-49.6702134805634" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  55. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "V2" "54.6918045066347" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  56. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "l" "0.247294784467313" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  57. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "u" "0.417461425719654" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  58. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "coefs" "s" "4.55555557878613" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  59. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "x0" "l" "0.529809515129838" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  60. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "x0" "u" "0.266825024318698" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  61. "KPS28RD" "surprise" 12.810931681282 0.982543088049687 0.982539594411011 "x0" "s" "1.15757277514786" 13.505146557315 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  62. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "z_(Intercept)" "-14.4940810211766" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  63. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "z_V1" "-170.19503897202" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  64. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "z_V2" "138.393852618125" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  65. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "z_V1u" "11.5660064100365" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  66. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "z_V2u" "-26.57121488976" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  67. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "(Intercept)" "100.128232925826" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  68. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "V1" "-10.6808983556687" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  69. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "V2" "8.69219664077713" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  70. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "V1u" "1.37196232975371" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  71. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "V2u" "-3.3337425886578" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  72. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "l" "0.484975227931629" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  73. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "u" "0.177301740300392" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  74. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "s" "2.39429261574237" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  75. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "coefs" "pi" "0.999999991908017" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  76. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "x0" "l" "0.529809515129838" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  77. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "x0" "u" "0.266825024318698" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  78. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "x0" "s" "1.15757277514786" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  79. "KPS28RD" "uncertainty_surprise" 18.8109302517053 0.994553966663843 0.994538760761923 "x0" "pi" "0.252772138901055" 20.3363539805188 "uncertainty_seplr" 0.01 0.8 0.23 n/a 0 -1 1 -1 1 "random" 1 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  80. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "coefs" "z_(Intercept)" "-0.332179315766361" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  81. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "coefs" "z_V1" "-2.61097440212347" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  82. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "coefs" "z_V2" "2.44856992117048" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  83. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "coefs" "(Intercept)" "0.247345175950437" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  84. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "coefs" "V1" "-0.180921666405624" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  85. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "coefs" "V2" "0.167646878852188" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  86. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "coefs" "alpha" "0.128225508436018" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  87. "KPS28RD" "rw" 64.9517493887458 7.04956512071493e-18 2.56682913489546e-20 "x0" "alpha" "0.473202025555074" 65.2769526407783 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  88. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "z_(Intercept)" "-0.494484324565599" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  89. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "z_V1" "-7.76493311921223" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  90. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "z_V2" "7.98128562942185" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  91. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "z_V1u" "-3.86691396319619" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  92. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "z_V2u" "3.65496646949077" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  93. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "(Intercept)" "-1.13374594218951" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  94. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "V1" "-0.536396915411236" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  95. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "V2" "0.54482017477963" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  96. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "V1u" "-0.641953485544189" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  97. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "V2u" "0.643600578507954" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  98. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "alpha" "0.130977288987003" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  99. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "coefs" "pi" "0.688318563303263" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  100. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "x0" "alpha" "0.473202025555074" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  101. "KPS28RD" "uncertainty" 16.8840968315139 5.29969814051745e-06 3.61316873274525e-06 "x0" "pi" "0.484366181057412" 17.8174301648472 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  102. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "z_(Intercept)" "-0.3088810424762" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  103. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "z_V1" "-2.94406530759626" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  104. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "z_V2" "3.06206721785411" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  105. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "(Intercept)" "-0.658298885801886" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  106. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "V1" "-0.201231226269982" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  107. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "V2" "0.205022647658209" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  108. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "alpha_pos" "0.999999999999999" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  109. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "coefs" "alpha_neg" "0.0319913901924154" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  110. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "x0" "alpha_pos" "0.473202025555074" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  111. "KPS28RD" "seplr" 32.5923794216251 1.31871383540793e-18 2.34077976483539e-18 "x0" "alpha_neg" "0.910143667350057" 33.0841827003136 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  112. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "z_(Intercept)" "-542.18541898717" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  113. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "z_V1" "-27130.0145846495" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  114. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "z_V2" "23082.8768745501" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  115. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "z_V1u" "-10778.1118430779" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  116. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "z_V2u" "10688.586103143" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  117. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "(Intercept)" "13752.4126187656" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  118. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "V1" "-1783.89685971901" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  119. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "V2" "1508.82663510536" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  120. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "V1u" "-1450.75896840211" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  121. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "V2u" "1585.73586232423" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  122. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "alpha_pos" "0.321666666666667" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  123. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "alpha_neg" "0.138333333333333" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  124. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "coefs" "pi" "0.981666666666667" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  125. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "x0" "alpha_pos" "0.473202025555074" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  126. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "x0" "alpha_neg" "0.910143667350057" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  127. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.851156818480024 0.851148639845055 "x0" "pi" "0.484366181057412" 17.2100840336135 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  128. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "z_(Intercept)" "-0.425875535432034" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  129. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "z_V1" "-3.13399786711177" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  130. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "z_V2" "3.4305931775165" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  131. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "(Intercept)" "-1.61818088171273" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  132. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "V1" "-0.21176944673898" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  133. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "V2" "0.229352908481711" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  134. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "l" "0.33055863460261" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  135. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "u" "0.00673794699908612" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  136. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "coefs" "s" "2.54732510287656" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  137. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "x0" "l" "0.966654591884325" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  138. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "x0" "u" "0.784800334415709" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  139. "KPS28RD" "surprise" 41.375148929465 1.20367198115172e-15 2.14319331752503e-16 "x0" "s" "1.9506698474288" 42.0693638054981 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  140. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "z_(Intercept)" "-0.325133707658352" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  141. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "z_V1" "-8.81907996691204" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  142. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "z_V2" "8.65396300085185" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  143. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "z_V1u" "-3.51514572561529" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  144. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "z_V2u" "3.26401187263304" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  145. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "(Intercept)" "0.388802065378224" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  146. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "V1" "-0.601049141202915" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  147. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "V2" "0.583094332016809" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  148. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "V1u" "-0.584998366212323" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  149. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "V2u" "0.58935813799955" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  150. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "l" "0.189792793470124" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  151. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "u" "0.0834437043849629" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  152. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "s" "2.97408924596138" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  153. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "coefs" "pi" "0.692095619896345" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  154. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "x0" "l" "0.966654591884325" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  155. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "x0" "u" "0.784800334415709" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  156. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "x0" "s" "1.9506698474288" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  157. "KPS28RD" "uncertainty_surprise" 19.7147657481788 5.01108562910189e-06 1.52811167203915e-06 "x0" "pi" "0.484366181057412" 21.2401894769924 "uncertainty_seplr" 0.31 0.13 0.81 n/a 0 -1 1 -1 1 "random" 2 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  158. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "coefs" "z_(Intercept)" "0.318248515172321" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  159. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "coefs" "z_V1" "-2.13919564859946" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  160. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "coefs" "z_V2" "2.28488197676826" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  161. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "coefs" "(Intercept)" "-0.274408258908988" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  162. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "coefs" "V1" "-0.127030541979767" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  163. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "coefs" "V2" "0.136630410427827" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  164. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "coefs" "alpha" "0.419584560110865" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  165. "KPS28RD" "rw" 69.2979523432338 1.92666429437837e-21 7.09402806463563e-20 "x0" "alpha" "0.310477319580968" 69.6231555952663 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  166. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "z_(Intercept)" "1.93758946025461" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  167. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "z_V1" "-20.8058704016734" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  168. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "z_V2" "19.9954465100041" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  169. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "z_V1u" "-6.4581744684247" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  170. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "z_V2u" "7.92099413994263" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  171. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "(Intercept)" "-0.18177700878143" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  172. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "V1" "-1.07908236711719" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  173. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "V2" "1.06913260807913" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  174. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "V1u" "-1.08051686767755" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  175. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "V2u" "1.23122698938159" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  176. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "alpha" "0.879718467438159" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  177. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "coefs" "pi" "0.248556576694833" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  178. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "x0" "alpha" "0.310477319580968" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  179. "KPS28RD" "uncertainty" 19.2999544968506 0.000407917066355407 0.000357582293978248 "x0" "pi" "0.427255087650847" 20.233287830184 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  180. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "z_(Intercept)" "0.375753868767852" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  181. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "z_V1" "-2.73399340266625" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  182. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "z_V2" "2.95650868671628" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  183. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "(Intercept)" "-0.573835019243965" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  184. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "V1" "-0.160156774094909" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  185. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "V2" "0.174728778445028" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  186. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "alpha_pos" "0.999999999999999" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  187. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "coefs" "alpha_neg" "0.33593092969545" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  188. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "x0" "alpha_pos" "0.310477319580968" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  189. "KPS28RD" "seplr" 45.7334499476552 3.98447382253186e-19 2.48076667467322e-18 "x0" "alpha_neg" "0.134624947225675" 46.2252532263437 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  190. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "z_(Intercept)" "2.04847986412037" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  191. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "z_V1" "-24.1706827940648" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  192. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "z_V2" "23.360271268829" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  193. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "z_V1u" "-6.80238512203995" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  194. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "z_V2u" "8.20033144668136" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  195. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "(Intercept)" "-0.425921511428841" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  196. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "V1" "-1.26562946772891" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  197. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "V2" "1.25872549958564" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  198. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "V1u" "-1.17539374010691" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  199. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "V2u" "1.32527356856314" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  200. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "alpha_pos" "0.996976252964773" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  201. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "alpha_neg" "0.79977888942922" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  202. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "coefs" "pi" "0.214103261830842" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  203. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "x0" "alpha_pos" "0.310477319580968" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  204. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "x0" "alpha_neg" "0.134624947225675" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  205. "KPS28RD" "uncertainty_seplr" 19.854052741333 0.00194107070811396 0.00184414082098813 "x0" "pi" "0.427255087650847" 21.0641367749464 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  206. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "z_(Intercept)" "0.279921954401931" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  207. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "z_V1" "-2.76046458943803" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  208. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "z_V2" "2.99675237137095" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  209. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "(Intercept)" "-0.699045819204476" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  210. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "V1" "-0.158426542224543" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  211. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "V2" "0.173712854365461" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  212. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "l" "0.955873445518473" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  213. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "u" "0.193951477628644" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  214. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "coefs" "s" "2.59398692256568" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  215. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "x0" "l" "0.114226987098692" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  216. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "x0" "u" "0.589799198927954" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  217. "KPS28RD" "surprise" 47.9213839793842 3.55264714386234e-19 7.62909416113037e-19 "x0" "s" "4.91612535901368" 48.6155988554173 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  218. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "z_(Intercept)" "1.84077429741685" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  219. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "z_V1" "-20.5254888975354" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  220. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "z_V2" "20.0369522991516" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  221. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "z_V1u" "-6.47774112539069" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  222. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "z_V2u" "8.00839699449776" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  223. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "(Intercept)" "-1.11007032934302" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  224. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "V1" "-1.06898764061469" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  225. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "V2" "1.07484347814302" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  226. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "V1u" "-1.08898254677598" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  227. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "V2u" "1.2428689713124" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  228. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "l" "0.828439429243739" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  229. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "u" "0.923853777001046" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  230. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "s" "5.11522633745918" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  231. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "coefs" "pi" "0.237329287918703" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  232. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "x0" "l" "0.114226987098692" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  233. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "x0" "u" "0.589799198927954" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  234. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "x0" "s" "4.91612535901368" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  235. "KPS28RD" "uncertainty_surprise" 22.2576944230893 0.000294240263744753 0.000263577905922228 "x0" "pi" "0.427255087650847" 23.7831181519029 "uncertainty_seplr" 0.92 0.81 0.29 n/a 0 -1 1 -1 1 "random" 3 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  236. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "coefs" "z_(Intercept)" "0.0958925935280482" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  237. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "coefs" "z_V1" "-3.34403858997895" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  238. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "coefs" "z_V2" "3.64197841024914" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  239. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "coefs" "(Intercept)" "-1.11449882101112" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  240. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "coefs" "V1" "-0.232765548113734" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  241. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "coefs" "V2" "0.250847998843894" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  242. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "coefs" "alpha" "0.185392228507047" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  243. "KPS28RD" "rw" 58.5643039619608 5.64495473362756e-16 5.98566854949349e-14 "x0" "alpha" "0.0349929242464714" 58.8895072139933 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  244. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "z_(Intercept)" "1.26799357017298" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  245. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "z_V1" "-26.6332032429551" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  246. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "z_V2" "27.2266087154272" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  247. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "z_V1u" "-14.3109830862356" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  248. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "z_V2u" "13.6878207271235" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  249. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "(Intercept)" "-0.0407113561060234" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  250. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "V1" "-2.040604309984" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  251. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "V2" "2.05808547304216" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  252. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "V1u" "-3.08854615749663" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  253. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "V2u" "2.94243053094044" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  254. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "alpha" "0.10319314855596" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  255. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "coefs" "pi" "0.143049489125841" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  256. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "x0" "alpha" "0.0349929242464714" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  257. "KPS28RD" "uncertainty" 14.0628458801811 0.00531635541508236 0.00483184099218616 "x0" "pi" "0.718202399432193" 14.9961792135145 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  258. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "z_(Intercept)" "0.181159567170978" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  259. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "z_V1" "-5.52867877961376" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  260. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "z_V2" "6.18067169763945" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  261. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "(Intercept)" "-2.32216769357701" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  262. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "V1" "-0.383702165408239" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  263. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "V2" "0.419900906164509" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  264. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "alpha_pos" "1" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  265. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "coefs" "alpha_neg" "0.0476298278078671" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  266. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "x0" "alpha_pos" "0.0349929242464714" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  267. "KPS28RD" "seplr" 15.4972021524862 3.26485481371996e-09 1.1922694966781e-08 "x0" "alpha_neg" "0.4232228309731" 15.9890054311747 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  268. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "z_(Intercept)" "18.033155119938" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  269. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "z_V1" "-815.737919917054" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  270. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "z_V2" "855.217948702544" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  271. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "z_V1u" "-230.366222405877" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  272. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "z_V2u" "199.69192836451" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  273. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "(Intercept)" "-109.954992091394" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  274. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "V1" "-52.9564658232965" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  275. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "V2" "55.1694286087383" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  276. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "V1u" "-46.6207013592969" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  277. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "V2u" "42.4244468009754" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  278. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "alpha_pos" "0.725" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  279. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "alpha_neg" "0.175" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  280. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "coefs" "pi" "0.285" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  281. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "x0" "alpha_pos" "0.0349929242464714" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  282. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "x0" "alpha_neg" "0.4232228309731" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  283. "KPS28RD" "uncertainty_seplr" 16.0000000000001 0.981030581083401 0.981005067868621 "x0" "pi" "0.718202399432193" 17.2100840336135 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  284. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "z_(Intercept)" "-0.00310002313678228" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  285. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "z_V1" "-5.0768467992229" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  286. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "z_V2" "5.76652020480256" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  287. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "(Intercept)" "-2.72250369016513" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  288. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "V1" "-0.348999697220282" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  289. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "V2" "0.391219792377823" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  290. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "l" "0.272526253317259" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  291. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "u" "0.00673794699908553" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  292. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "coefs" "s" "3.34750800192575" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  293. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "x0" "l" "0.0891993198104028" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  294. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "x0" "u" "0.762432370039335" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  295. "KPS28RD" "surprise" 33.0554587429884 1.07064629560679e-10 7.91505796439522e-10 "x0" "s" "4.49725310876966" 33.7496736190214 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  296. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "z_(Intercept)" "-83.533713193528" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  297. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "z_V1" "-6517.74423773938" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  298. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "z_V2" "6750.945865887" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  299. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "z_V1u" "-4160.08660511618" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  300. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "z_V2u" "3986.80492156277" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  301. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "(Intercept)" "-468.745787524464" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  302. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "V1" "-512.029309391694" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  303. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "V2" "521.418088085816" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  304. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "V1u" "-769.149428938887" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  305. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "V2u" "726.859829716435" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  306. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "l" "0.0251316887213247" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  307. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "u" "0.209069105943716" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  308. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "s" "3.33333333333333" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  309. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "coefs" "pi" "0.248333333333333" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  310. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "x0" "l" "0.0891993198104028" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  311. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "x0" "u" "0.762432370039335" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  312. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "x0" "s" "4.49725310876966" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  313. "KPS28RD" "uncertainty_surprise" 18.0000000000001 0.927646346832559 0.927664518763472 "x0" "pi" "0.718202399432193" 19.5254237288136 "uncertainty_seplr" 0.7 0.18 0.15 n/a 0 -1 1 -1 1 "random" 4 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  314. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "coefs" "z_(Intercept)" "0.159130680283645" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  315. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "coefs" "z_V1" "-2.35955597589787" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  316. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "coefs" "z_V2" "2.23155421310421" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  317. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "coefs" "(Intercept)" "0.343803312906357" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  318. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "coefs" "V1" "-0.132193603319041" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  319. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "coefs" "V2" "0.126781050686729" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  320. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "coefs" "alpha" "0.580536788919652" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  321. "KPS28RD" "rw" 70.6589822321173 1.14327815174703e-21 1.60546537996579e-19 "x0" "alpha" "0.882960940243211" 70.9841854841499 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  322. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "z_(Intercept)" "0.66058384396263" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  323. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "z_V1" "-16.8657700167011" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  324. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "z_V2" "16.1714431594697" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  325. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "z_V1u" "-4.98927422229497" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  326. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "z_V2u" "5.849086429135" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  327. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "(Intercept)" "-0.183907689746061" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  328. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "V1" "-0.851233455401016" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  329. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "V2" "0.839282474883334" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  330. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "V1u" "-0.880877013597085" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  331. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "V2u" "0.911055405915575" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  332. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "alpha" "0.92547910130019" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  333. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "coefs" "pi" "0.275454364415547" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  334. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "x0" "alpha" "0.882960940243211" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  335. "KPS28RD" "uncertainty" 31.87828443146 1.32213421472615e-05 1.4921645102233e-05 "x0" "pi" "0.284243421230931" 32.8116177647934 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  336. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "z_(Intercept)" "0.181808012810125" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  337. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "z_V1" "-2.8840340601744" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  338. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "z_V2" "2.79624720545353" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  339. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "(Intercept)" "0.174404325323532" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  340. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "V1" "-0.160734877307448" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  341. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "V2" "0.158210678919263" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  342. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "alpha_pos" "1" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  343. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "coefs" "alpha_neg" "0.479730865962848" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  344. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "x0" "alpha_pos" "0.882960940243211" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  345. "KPS28RD" "seplr" 55.3758922554738 2.73162306321492e-19 6.13558929836605e-18 "x0" "alpha_neg" "0.856405412070453" 55.8676955341623 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  346. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "z_(Intercept)" "0.588725053940526" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  347. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "z_V1" "-15.5615314959627" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  348. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "z_V2" "14.8617207943868" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  349. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "z_V1u" "-4.29144814494709" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  350. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "z_V2u" "5.06504082968189" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  351. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "(Intercept)" "-0.0167627246937296" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  352. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "V1" "-0.786816339733111" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  353. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "V2" "0.772599536053704" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  354. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "V1u" "-0.772463225226753" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  355. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "V2u" "0.800417971599811" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  356. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "alpha_pos" "0.999999999999935" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  357. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "alpha_neg" "0.88747563223272" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  358. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "coefs" "pi" "0.254778382647226" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  359. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "x0" "alpha_pos" "0.882960940243211" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  360. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "x0" "alpha_neg" "0.856405412070453" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  361. "KPS28RD" "uncertainty_seplr" 33.6735014021393 6.97693956630219e-06 7.91953870637414e-06 "x0" "pi" "0.284243421230931" 34.8835854357528 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  362. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "z_(Intercept)" "0.118725670818596" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  363. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "z_V1" "-2.68733289498276" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  364. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "z_V2" "2.59263537887251" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  365. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "(Intercept)" "0.242347442292945" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  366. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "V1" "-0.147003066337855" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  367. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "V2" "0.142280323746263" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  368. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "l" "0.999999999999993" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  369. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "u" "0.365954118299343" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  370. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "coefs" "s" "2.85858581232434" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  371. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "x0" "l" "0.043625287962677" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  372. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "x0" "u" "0.946232582599479" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  373. "KPS28RD" "surprise" 61.7357353395242 1.64046381177135e-20 7.30983769687915e-20 "x0" "s" "6.47855505626649" 62.4299502155572 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  374. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "z_(Intercept)" "0.662228055980681" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  375. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "z_V1" "-16.8717694827176" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  376. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "z_V2" "16.2991867208753" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  377. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "z_V1u" "-4.95230762767214" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  378. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "z_V2u" "5.75739053790847" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  379. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "(Intercept)" "-0.446264713835432" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  380. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "V1" "-0.850427822085926" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  381. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "V2" "0.844200828580213" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  382. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "V1u" "-0.898615179797122" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  383. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "V2u" "0.926902400597392" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  384. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "l" "0.999997196503319" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  385. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "u" "0.910077843965734" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  386. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "s" "2.11106030584769" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  387. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "coefs" "pi" "0.242683279987807" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  388. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "x0" "l" "0.043625287962677" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  389. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "x0" "u" "0.946232582599479" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  390. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "x0" "s" "6.47855505626649" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2
  391. "KPS28RD" "uncertainty_surprise" 35.5279216102508 1.16959588839665e-05 1.41896250606152e-05 "x0" "pi" "0.284243421230931" 37.0533453390644 "uncertainty_seplr" 0.96 0.88 0.2 n/a 0 -1 1 -1 1 "random" 5 "NLOPT_GN_DIRECT_L" 1e-05 10000 0.2