pedlr-derivatives/parameter_recovery/modelrecov_base-7XSIESW_model-surprise_randips-TRUE_randbetas-FALSE_randsvs-TRUE_principle-TRUE.tsv

"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"
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"coefs"	"z_(Intercept)"	"0.659962302295986"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"coefs"	"z_V1"	"-19.7458945071983"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"coefs"	"z_V2"	"19.8074237085282"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"coefs"	"(Intercept)"	"-0.398643928324942"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"coefs"	"V1"	"-0.986505379482489"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"coefs"	"V2"	"1.0073727269105"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"coefs"	"alpha"	"0.744064457428875"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	26.1054488105891	0.00024233433679071	0.000255119375028619	"x0"	"alpha"	"0.37817925178213"	26.4306520626216	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"z_(Intercept)"	"0.27277056650499"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"z_V1"	"-24.7824321450615"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"z_V2"	"24.1681387507233"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"z_V1u"	"1.47507203670457"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"z_V2u"	"-1.37372427999443"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"(Intercept)"	"0.522157297735675"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"V1"	"-1.25893689225367"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"V2"	"1.24990600361585"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"V1u"	"0.923521976044738"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"V2u"	"-0.860497419900003"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"alpha"	"0.686586031954987"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"coefs"	"pi"	"0.0100000000000008"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"x0"	"alpha"	"0.37817925178213"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	30.3672227908166	0.00230029076687746	0.00245124160485853	"x0"	"pi"	"0.501956770303659"	31.3005561241499	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"z_(Intercept)"	"0.748992730827637"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"z_V1"	"-17.5410249248912"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"z_V2"	"17.8934805379312"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"(Intercept)"	"-0.921098983939145"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"V1"	"-0.868648734665713"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"V2"	"0.902025264829558"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"alpha_pos"	"0.885310217588931"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"coefs"	"alpha_neg"	"0.741019650106264"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"x0"	"alpha_pos"	"0.37817925178213"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	26.6472748024443	9.74950851751643e-05	0.000120058931338145	"x0"	"alpha_neg"	"0.952096127448604"	27.1390780811328	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"z_(Intercept)"	"0.871469822940195"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"z_V1"	"-22.8485646180462"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"z_V2"	"23.3888649039135"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"z_V1u"	"1.95049342316792"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"z_V2u"	"-1.75038835837296"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"(Intercept)"	"-1.89963141099296"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"V1"	"-1.14415566813852"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"V2"	"1.19219904619939"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"V1u"	"1.21169058061069"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"V2u"	"-1.09117139621727"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"alpha_pos"	"0.939794238683722"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"alpha_neg"	"0.6775438909486"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"coefs"	"pi"	"0.0100000000000001"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"x0"	"alpha_pos"	"0.37817925178213"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"x0"	"alpha_neg"	"0.952096127448604"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	29.5534853005343	0.00122485593963455	0.00139979497972192	"x0"	"pi"	"0.501956770303659"	30.7635693341478	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	28.2637019579413	0.000451104350088397	0.000459658874115403	"coefs"	"z_(Intercept)"	"0.709081538017311"	28.9579168339743	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	28.2637019579413	0.000451104350088397	0.000459658874115403	"coefs"	"z_V1"	"-21.6053792235889"	28.9579168339743	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	28.2637019579413	0.000451104350088397	0.000459658874115403	"coefs"	"z_V2"	"21.5361553569156"	28.9579168339743	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"surprise"	28.2637019579413	0.000451104350088397	0.000459658874115403	"coefs"	"V1"	"-1.07182196393371"	28.9579168339743	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	28.2637019579413	0.000451104350088397	0.000459658874115403	"coefs"	"V2"	"1.08698090439713"	28.9579168339743	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	28.2637019579413	0.000451104350088397	0.000459658874115403	"coefs"	"l"	"0.798698610123807"	28.9579168339743	"surprise"	0.57	0.74	3.47	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"z_V1u"	"-10.5227325037167"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"z_V2u"	"10.0644065571759"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"(Intercept)"	"-0.136251883584086"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"V1"	"-1.61789782724503"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"V2"	"1.62103708019374"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"V1u"	"-1.40708319239945"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"V2u"	"1.39607248876024"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"alpha_pos"	"0.12780602208935"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"alpha_neg"	"0.634271239162568"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"coefs"	"pi"	"0.564357262955704"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"x0"	"alpha_pos"	"0.507971009165049"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"x0"	"alpha_neg"	"0.362835495823529"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	26.8192106622109	0.00730397611355208	0.00747650512069331	"x0"	"pi"	"0.33055937631987"	28.0292946958243	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"z_(Intercept)"	"-1.81369936233247"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"z_V1"	"-39.2091974366385"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"z_V2"	"37.2887152686557"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"(Intercept)"	"0.418149712202291"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"V1"	"-2.13828570542775"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"V2"	"2.08520089088421"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"l"	"0.456124861914204"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"u"	"0.150553807101709"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"coefs"	"s"	"6.7947200440245"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"x0"	"l"	"0.715402586978842"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"x0"	"u"	"0.294311628018728"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	18.7190850928576	0.0351715241625258	0.0351182406258217	"x0"	"s"	"2.27524138567969"	19.4132999688907	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"z_(Intercept)"	"-45.0434892697212"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"z_V1"	"-557.608121907066"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"z_V2"	"506.377446820055"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"z_V1u"	"-9.37915681520212"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"z_V2u"	"-20.2572841583038"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"(Intercept)"	"105.33959956423"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"V1"	"-30.44172009893"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"V2"	"28.3349281077522"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"V1u"	"-1.65228019779381"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"V2u"	"-3.77227262756071"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"l"	"0.455405506287168"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"u"	"0.174259022158043"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"s"	"6.61079676661086"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"coefs"	"pi"	"0.222774277859631"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"x0"	"l"	"0.715402586978842"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"x0"	"u"	"0.294311628018728"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"x0"	"s"	"2.27524138567969"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000004183263	0.987791458926763	0.9877857409318	"x0"	"pi"	"0.33055937631987"	19.5254241471398	"surprise"	0.41	0.09	7.94	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	42.7518980609429	6.66392089588609e-08	8.52306313267247e-08	"coefs"	"z_(Intercept)"	"-0.705084572121944"	43.0771013129754	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	42.7518980609429	6.66392089588609e-08	8.52306313267247e-08	"coefs"	"z_V1"	"-8.40556801472451"	43.0771013129754	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	42.7518980609429	6.66392089588609e-08	8.52306313267247e-08	"coefs"	"z_V2"	"7.73235804917759"	43.0771013129754	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	42.7518980609429	6.66392089588609e-08	8.52306313267247e-08	"coefs"	"(Intercept)"	"0.820949319524054"	43.0771013129754	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	42.7518980609429	6.66392089588609e-08	8.52306313267247e-08	"coefs"	"V1"	"-0.430258454810814"	43.0771013129754	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	42.7518980609429	6.66392089588609e-08	8.52306313267247e-08	"coefs"	"V2"	"0.399245254271149"	43.0771013129754	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	42.7518980609429	6.66392089588609e-08	8.52306313267247e-08	"coefs"	"alpha"	"0.600086811179703"	43.0771013129754	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty"	47.4798920951376	6.64905169062748e-07	9.219697948237e-07	"coefs"	"z_(Intercept)"	"-0.58416003234303"	48.4132254284709	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	47.4798920951376	6.64905169062748e-07	9.219697948237e-07	"coefs"	"z_V1"	"-9.72100339414576"	48.4132254284709	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	47.4798920951376	6.64905169062748e-07	9.219697948237e-07	"coefs"	"z_V2"	"9.1400463250551"	48.4132254284709	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"coefs"	"z_(Intercept)"	"-0.718346419732145"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"coefs"	"z_V1"	"-8.03499795254544"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"coefs"	"z_V2"	"7.32010288723117"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"coefs"	"(Intercept)"	"0.885223560726687"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"coefs"	"V1"	"-0.411974973548949"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"coefs"	"V2"	"0.379135159793289"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"coefs"	"alpha_neg"	"0.607243780767358"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"seplr"	44.6631851947901	3.80836692340239e-08	4.39519468251785e-08	"x0"	"alpha_neg"	"0.983251823957544"	45.1549884734786	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	35.4335445379581	3.60599276728384e-05	3.76153500993751e-05	"coefs"	"z_(Intercept)"	"-0.448963908806479"	36.6436285715715	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	35.4335445379581	3.60599276728384e-05	3.76153500993751e-05	"coefs"	"z_V1"	"-13.9104164238219"	36.6436285715715	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_seplr"	35.4335445379581	3.60599276728384e-05	3.76153500993751e-05	"coefs"	"(Intercept)"	"1.2488130057025"	36.6436285715715	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	35.4335445379581	3.60599276728384e-05	3.76153500993751e-05	"coefs"	"V1"	"-0.680962746035165"	36.6436285715715	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_seplr"	35.4335445379581	3.60599276728384e-05	3.76153500993751e-05	"coefs"	"V1u"	"-0.384771383418447"	36.6436285715715	"surprise"	0.95	0.51	5.32	n/a	0	-1	1	n/a	n/a	"random"	3	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"rw"	35.9100401778602	0.00017138351961553	0.000289385810058848	"coefs"	"z_(Intercept)"	"0.942351336045383"	36.2352434298927	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	35.9100401778602	0.00017138351961553	0.000289385810058848	"coefs"	"z_V1"	"-15.6030783670273"	36.2352434298927	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	35.9100401778602	0.00017138351961553	0.000289385810058848	"coefs"	"z_V2"	"16.9530238284988"	36.2352434298927	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	35.9100401778602	0.00017138351961553	0.000289385810058848	"coefs"	"(Intercept)"	"-3.19326613727146"	36.2352434298927	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	35.9100401778602	0.00017138351961553	0.000289385810058848	"coefs"	"V1"	"-0.818158486001393"	36.2352434298927	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	35.9100401778602	0.00017138351961553	0.000289385810058848	"coefs"	"V2"	"0.889583116041267"	36.2352434298927	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	35.9100401778602	0.00017138351961553	0.000289385810058848	"coefs"	"alpha"	"0.636302492135375"	36.2352434298927	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"z_(Intercept)"	"1.01830650876988"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"z_V1"	"-17.0308916905327"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"z_V2"	"18.5812372231892"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"z_V1u"	"-0.701407771704075"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"z_V2u"	"0.232982855882608"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"(Intercept)"	"-2.99636907243246"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"V1"	"-0.887143174601752"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"V2"	"0.968309102380996"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"V1u"	"-0.413885223579525"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"V2u"	"0.13749539842192"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"alpha"	"0.663693046698709"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"coefs"	"pi"	"0.0100000000000001"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"x0"	"alpha"	"0.520876421735156"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	40.4900585914235	0.000454609107527667	0.000562515114097174	"x0"	"pi"	"0.809620633667801"	41.4233919247569	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"z_(Intercept)"	"1.12669885190962"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"z_V1"	"-16.4294683153377"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"z_V2"	"17.8672702541385"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"(Intercept)"	"-3.46289909950172"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"V1"	"-0.865843250424874"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"V2"	"0.945330306798685"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"alpha_pos"	"0.539150776599723"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"coefs"	"alpha_neg"	"0.636502661956527"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"x0"	"alpha_pos"	"0.520876421735156"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	36.8341334146074	0.000297674967469957	0.000453971372667112	"x0"	"alpha_neg"	"0.214853389950003"	37.3259366932959	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"z_(Intercept)"	"-0.262577598310333"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"z_V1"	"-52.0549061359477"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"z_V2"	"53.4641070405226"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"z_V1u"	"-21.7176649763423"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"z_V2u"	"20.5882093579729"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"(Intercept)"	"-3.06425357738612"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"V1"	"-2.87411764515403"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_seplr"	32.5894616175453	0.0294509260220181	0.0274259848382022	"coefs"	"V2"	"3.00701681635019"	33.7995456511587	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"surprise"	21.1948417974568	0.0767503890060714	0.0759892159233076	"coefs"	"z_V2"	"74.3529975544067"	21.8890566734899	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	21.1948417974568	0.0767503890060714	0.0759892159233076	"coefs"	"(Intercept)"	"-15.7289511680082"	21.8890566734899	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	21.1948417974568	0.0767503890060714	0.0759892159233076	"coefs"	"V1"	"-3.54832600557624"	21.8890566734899	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"surprise"	21.1948417974568	0.0767503890060714	0.0759892159233076	"x0"	"s"	"5.00935868034139"	21.8890566734899	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"z_V1"	"-2723033755603445"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"z_V1u"	"42107686211698.3"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"z_V2u"	"59281641448149.7"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"(Intercept)"	"-656343846099036"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"V1"	"-144363619579136"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"V2"	"157491579447799"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"V1u"	"4496026916660.76"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"V2u"	"6576958114009.81"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"l"	"0.516993967367868"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_surprise"	18.0000000000001	0	0	"coefs"	"s"	"6.71604938271605"	19.5254237288136	"surprise"	0.47	0.84	7.19	n/a	0	-1	1	n/a	n/a	"random"	4	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"rw"	48.1603245790048	5.59979134516053e-09	1.0127484757686e-08	"coefs"	"z_(Intercept)"	"-0.208790207056289"	48.4855278310374	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	48.1603245790048	5.59979134516053e-09	1.0127484757686e-08	"coefs"	"z_V1"	"-7.14123781182036"	48.4855278310374	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	48.1603245790048	5.59979134516053e-09	1.0127484757686e-08	"coefs"	"z_V2"	"6.82075435861355"	48.4855278310374	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	48.1603245790048	5.59979134516053e-09	1.0127484757686e-08	"coefs"	"(Intercept)"	"0.254413364903359"	48.4855278310374	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	48.1603245790048	5.59979134516053e-09	1.0127484757686e-08	"coefs"	"V1"	"-0.375511551390111"	48.4855278310374	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	48.1603245790048	5.59979134516053e-09	1.0127484757686e-08	"coefs"	"V2"	"0.364461136061072"	48.4855278310374	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"rw"	48.1603245790048	5.59979134516053e-09	1.0127484757686e-08	"coefs"	"alpha"	"0.577493275052759"	48.4855278310374	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"z_(Intercept)"	"-0.248934092233757"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"z_V1"	"-7.92346581542867"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"z_V2"	"7.81680486510986"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"z_V1u"	"-0.514194011479353"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"z_V2u"	"-0.509884555348846"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"(Intercept)"	"0.907056198441332"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"V1"	"-0.416584517985232"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"V2"	"0.417620380253329"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"V1u"	"-0.281052927964258"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty"	51.796516000717	1.40179223403164e-07	1.56533869872032e-07	"coefs"	"pi"	"0.0100000000000003"	52.7298493340503	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"seplr"	50.1536239369383	5.25577831229326e-09	9.05831174591324e-09	"coefs"	"z_(Intercept)"	"-0.222081154384608"	50.6454272156268	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	50.1536239369383	5.25577831229326e-09	9.05831174591324e-09	"coefs"	"z_V1"	"-7.03952851505312"	50.6454272156268	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	50.1536239369383	5.25577831229326e-09	9.05831174591324e-09	"coefs"	"z_V2"	"6.70059675267452"	50.6454272156268	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	50.1536239369383	5.25577831229326e-09	9.05831174591324e-09	"coefs"	"(Intercept)"	"0.283277177396989"	50.6454272156268	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"seplr"	50.1536239369383	5.25577831229326e-09	9.05831174591324e-09	"coefs"	"V2"	"0.358458137887475"	50.6454272156268	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"seplr"	50.1536239369383	5.25577831229326e-09	9.05831174591324e-09	"coefs"	"alpha_pos"	"0.555712102090197"	50.6454272156268	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_seplr"	45.6442184522607	2.15595388878875e-07	2.72183730879575e-07	"coefs"	"V1"	"-0.456330010518658"	46.8543024858741	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_seplr"	45.6442184522607	2.15595388878875e-07	2.72183730879575e-07	"coefs"	"alpha_pos"	"0.265618808075805"	46.8543024858741	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"surprise"	21.6455440827634	0.000187567419809071	0.00022544576327821	"coefs"	"z_V1"	"-18.2273403568578"	22.3397589587964	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"7XSIESW"	"surprise"	21.6455440827634	0.000187567419809071	0.00022544576327821	"coefs"	"z_V2"	"18.6378793061569"	22.3397589587964	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_surprise"	26.4457300930266	8.35820224334169e-05	0.000106455510705599	"coefs"	"z_V1"	"-18.4848971077294"	27.9711538218401	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"7XSIESW"	"uncertainty_surprise"	26.4457300930266	8.35820224334169e-05	0.000106455510705599	"coefs"	"(Intercept)"	"-2.11484086749037"	27.9711538218401	"surprise"	0.85	0.28	5.84	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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