REE-RL-Lola/results/model1/unrestrained-mle.csv

1	alpha	lambda	f	nll	opt_result	participant
2	8.871704778471776e-11	14376474.143789845	0.9999999984752381	469.33695814123934	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 469.33695814123934 x: [-2.315e+01 1.648e+01 2.030e+01] nit: 29 jac: [ 8.072e-04 8.072e-04 0.000e+00] nfev: 148 njev: 37 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	qfmtmjjy
3	0.0030548027746643705	0.3085218170752524	0.02685309882404673	225.54778324822848	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 225.54778324822848 x: [-5.788e+00 -1.176e+00 -3.590e+00] nit: 26 jac: [ 2.558e-05 2.842e-06 1.421e-05] nfev: 132 njev: 33 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	l5hj4bqu
4	3.2198476500118582e-15	417862591134.8987	0.9999999999999423	441.6555549359772	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 441.6555549359772 x: [-3.337e+01 2.676e+01 3.048e+01] nit: 21 jac: [ 7.958e-05 7.958e-05 0.000e+00] nfev: 132 njev: 33 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	ax6yt76a
5	1.3010725964224816e-09	1225860.6537195262	0.9999999937812794	466.43975387712266	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 466.43975387712266 x: [-2.046e+01 1.402e+01 1.890e+01] nit: 32 jac: [-5.116e-05 -5.116e-05 0.000e+00] nfev: 140 njev: 35 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	n7zr7k22
6	1.160548917142861e-07	1.6863783919195292e-05	0.9016665769083677	554.5177444822273	message: CONVERGENCE: NORM OF PROJECTED GRADIENT <= PGTOL success: True status: 0 fun: 554.5177444822273 x: [-1.597e+01 -1.099e+01 2.216e+00] nit: 29 jac: [ 0.000e+00 0.000e+00 0.000e+00] nfev: 120 njev: 30 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	n274eufg
7	9.579437532994249e-17	6131931277693.485	0.9999999998655666	539.3988636277782	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 539.3988636277782 x: [-3.688e+01 2.944e+01 2.273e+01] nit: 24 jac: [-1.137e-05 0.000e+00 0.000e+00] nfev: 136 njev: 34 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	d3n1xm9e
8	0.0002172028784807661	0.012459143465035454	5.585119121446817e-06	554.5108523711202	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 554.5108523711202 x: [-8.434e+00 -4.385e+00 -1.210e+01] nit: 37 jac: [-3.411e-05 -1.137e-05 4.547e-05] nfev: 248 njev: 62 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	e41xqg7i
9	0.8250800085276067	0.001012589017492184	1.2649395927827455e-16	470.3492586242423	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 470.3492586242423 x: [ 1.551e+00 -6.895e+00 -3.661e+01] nit: 28 jac: [-2.274e-05 -3.752e-04 0.000e+00] nfev: 148 njev: 37 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	qdl2kwne
10	1.2610421898523663e-18	494323555893264.56	0.04295594209878908	436.20220706531273	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 436.20220706531273 x: [-4.121e+01 3.383e+01 -3.104e+00] nit: 38 jac: [-1.705e-04 -1.592e-04 -6.821e-05] nfev: 232 njev: 58 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	8y0d23i5
11	1.116371444999944e-07	2524.9268841535963	0.21851369775877533	553.2746446547244	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 553.2746446547244 x: [-1.601e+01 7.834e+00 -1.274e+00] nit: 40 jac: [ 1.592e-04 1.592e-04 1.592e-04] nfev: 172 njev: 43 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	1e1vfxfy
12	6.565360147334132e-11	6632821.084165682	0.012003731763428675	513.6175539157593	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 513.6175539157593 x: [-2.345e+01 1.571e+01 -4.410e+00] nit: 46 jac: [-4.968e-03 -4.957e-03 1.223e-02] nfev: 340 njev: 85 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	4vfjhtfy
13	0.017079822973559262	0.018348802029635628	9.9230306968482e-10	475.42235386434925	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 475.42235386434925 x: [-4.053e+00 -3.998e+00 -2.073e+01] nit: 36 jac: [-7.560e-04 -1.177e-03 0.000e+00] nfev: 204 njev: 51 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	kmbtnydb
14	1.3990137307531058e-06	51.16930938606098	4.982987068878401e-11	551.9888438686838	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 551.9888438686838 x: [-1.348e+01 3.935e+00 -2.372e+01] nit: 53 jac: [ 2.274e-05 2.274e-05 0.000e+00] nfev: 388 njev: 97 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	a3whtqnm
15	2.0976159715180872e-12	425089944.21903425	0.3185943891474155	405.3794868584693	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 405.3794868584693 x: [-2.689e+01 1.987e+01 -7.602e-01] nit: 24 jac: [ 1.137e-05 1.137e-05 1.705e-05] nfev: 140 njev: 35 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	bqckq56i
16	4.453063202131555e-14	1469667428.4008932	4.095080332704109e-15	550.0372290171044	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 550.0372290171044 x: [-3.074e+01 2.111e+01 -3.313e+01] nit: 46 jac: [-3.411e-05 -3.411e-05 0.000e+00] nfev: 236 njev: 59 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	wtmppyq1
17	0.006699186509785594	0.02396884830138067	1.786102972042448e-13	498.042990305876	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 498.042990305876 x: [-4.999e+00 -3.731e+00 -2.935e+01] nit: 45 jac: [-1.705e-05 5.116e-05 0.000e+00] nfev: 324 njev: 81 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	gyboex2p
18	1.7876073951029804e-08	1.7329412122410143e-06	0.9719326721535358	554.5177444480751	message: CONVERGENCE: NORM OF PROJECTED GRADIENT <= PGTOL success: True status: 0 fun: 554.5177444480751 x: [-1.784e+01 -1.327e+01 3.545e+00] nit: 28 jac: [ 0.000e+00 0.000e+00 0.000e+00] nfev: 124 njev: 31 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	6v2kv490
19	1.307936563746064e-06	6.0156094409861654e-05	0.9112155489671344	554.5177444919409	message: CONVERGENCE: NORM OF PROJECTED GRADIENT <= PGTOL success: True status: 0 fun: 554.5177444919409 x: [-1.355e+01 -9.719e+00 2.329e+00] nit: 28 jac: [ 0.000e+00 0.000e+00 0.000e+00] nfev: 124 njev: 31 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	goe4ggy1
20	4.070711600689151e-05	0.9698096110426262	0.8087323463467103	554.5067963631062	message: CONVERGENCE: RELATIVE REDUCTION OF F <= FACTR*EPSMCH success: True status: 0 fun: 554.5067963631062 x: [-1.011e+01 -3.066e-02 1.442e+00] nit: 33 jac: [ 7.958e-05 9.095e-05 1.023e-04] nfev: 144 njev: 36 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>	wjhrr05w