Subset (11)

program_search · 320 rows

Split (1)

train · 320 rows

seed int64 0 7	method stringclasses 8 values	generation int64 1 5	training_program_executions int64 48 240	train_best_loss_ratio float64 0.41 0.65	heldout_loss_ratio float64 0.42 0.57	mean_proposed_training_loss_ratio float64 0.42 0.72	mean_proposed_heldout_loss_ratio float64 0.44 0.63	fraction_proposals_beating_initial_gd float64 1 1	proposal_mean_change_norm float64 0 3.4	proposal_std_mean float64 1.01 1.6	best_program_depth int64 1 5	nodes_generated int64 12 120	minimal_signature_rank_min int64 4 4	minimal_signature_rank_max int64 4 4	test_program_executions int64 336 360
0	corrected	1	48	0.482937	0.557879	0.526013	0.590243	1	1.730935	1.53298	1	24	4	4	336
0	corrected	2	96	0.468574	0.548621	0.498233	0.568945	1	2.907054	1.431672	2	48	4	4	336
0	corrected	3	144	0.468574	0.548621	0.489216	0.563452	1	3.226623	1.365248	2	72	4	4	336
0	corrected	4	192	0.468574	0.548621	0.476472	0.553474	1	2.967936	1.288152	2	96	4	4	336
0	corrected	5	240	0.468574	0.548621	0.476784	0.55255	1	3.403523	1.230306	2	120	4	4	336
0	generic_first_jet	1	48	0.482937	0.557879	0.526013	0.590243	1	1.730935	1.53298	1	24	4	4	336
0	generic_first_jet	2	96	0.468574	0.548621	0.498233	0.568945	1	2.907054	1.431672	2	48	4	4	336
0	generic_first_jet	3	144	0.468574	0.548621	0.489216	0.563452	1	3.226623	1.365248	2	72	4	4	336
0	generic_first_jet	4	192	0.468574	0.548621	0.476472	0.553474	1	2.967936	1.288152	2	96	4	4	336
0	generic_first_jet	5	240	0.468574	0.548621	0.476784	0.55255	1	3.403523	1.230306	2	120	4	4	336
0	full_jacobian	1	48	0.482937	0.557879	0.526013	0.590243	1	1.730935	1.53298	1	24	4	4	336
0	full_jacobian	2	96	0.468574	0.548621	0.498233	0.568945	1	2.907054	1.431672	2	48	4	4	336
0	full_jacobian	3	144	0.468574	0.548621	0.489216	0.563452	1	3.226623	1.365248	2	72	4	4	336
0	full_jacobian	4	192	0.468574	0.548621	0.476472	0.553474	1	2.967936	1.288152	2	96	4	4	336
0	full_jacobian	5	240	0.468574	0.548621	0.476784	0.55255	1	3.403523	1.230306	2	120	4	4	336
0	gate_blind	1	48	0.482937	0.557862	0.526806	0.590788	1	1.730935	1.53298	1	24	4	4	336
0	gate_blind	2	96	0.469889	0.549374	0.498874	0.56929	1	2.907054	1.431672	2	48	4	4	336
0	gate_blind	3	144	0.469889	0.549374	0.48973	0.56385	1	3.226623	1.365248	2	72	4	4	336
0	gate_blind	4	192	0.469889	0.549374	0.476808	0.553762	1	2.967936	1.288152	2	96	4	4	336
0	gate_blind	5	240	0.469851	0.54645	0.476996	0.552849	1	2.920633	1.265524	5	120	4	4	336
0	random_order	1	48	0.474891	0.556849	0.518571	0.582067	1	1.037871	1.560444	1	24	4	4	336
0	random_order	2	96	0.471983	0.552938	0.494765	0.567439	1	1.281992	1.495719	2	48	4	4	336
0	random_order	3	144	0.468602	0.545175	0.483138	0.558828	1	1.770579	1.404688	3	72	4	4	336
0	random_order	4	192	0.468574	0.54509	0.474658	0.550662	1	1.696706	1.322466	4	96	4	4	336
0	random_order	5	240	0.468574	0.54509	0.476347	0.551035	1	1.826761	1.241402	4	120	4	4	336
0	no_feedback	1	48	0.482937	0.557879	0.526013	0.590243	1	0	1.6	1	24	4	4	336
0	no_feedback	2	96	0.482937	0.557879	0.533078	0.594837	1	0	1.6	1	48	4	4	336
0	no_feedback	3	144	0.482937	0.557879	0.541475	0.602958	1	0	1.6	1	72	4	4	336
0	no_feedback	4	192	0.482937	0.557879	0.536152	0.598553	1	0	1.6	1	96	4	4	336
0	no_feedback	5	240	0.482937	0.557879	0.534001	0.596932	1	0	1.6	1	120	4	4	336
0	frozen_proposer	1	48	0.482937	0.557879	0.526013	0.590243	1	0	1.6	1	24	4	4	336
0	frozen_proposer	2	96	0.482937	0.557879	0.530216	0.589261	1	0	1.6	1	48	4	4	336
0	frozen_proposer	3	144	0.466087	0.557908	0.533783	0.59803	1	0	1.6	1	72	4	4	336
0	frozen_proposer	4	192	0.466087	0.557908	0.532801	0.594264	1	0	1.6	1	96	4	4	336
0	frozen_proposer	5	240	0.466087	0.557908	0.541493	0.601134	1	0	1.6	1	120	4	4	336
0	direct_tournament	1	48	0.493654	0.574951	0.516727	0.584263	1	1.361019	1.564585	1	12	4	4	360
0	direct_tournament	2	96	0.487735	0.557924	0.497979	0.566272	1	1.680255	1.462771	2	24	4	4	360
0	direct_tournament	3	144	0.485688	0.559063	0.499471	0.567884	1	2.475271	1.386938	3	36	4	4	360
0	direct_tournament	4	192	0.474535	0.550984	0.497037	0.565033	1	2.872272	1.374921	4	48	4	4	360
0	direct_tournament	5	240	0.474535	0.550984	0.489631	0.558343	1	2.869941	1.334961	4	60	4	4	360
1	corrected	1	48	0.647429	0.54319	0.674876	0.582691	1	0.729429	1.507581	1	24	4	4	336
1	corrected	2	96	0.633333	0.522877	0.647406	0.543765	1	0.922832	1.429545	2	48	4	4	336
1	corrected	3	144	0.629244	0.529965	0.645284	0.546025	1	1.318635	1.368934	3	72	4	4	336
1	corrected	4	192	0.62767	0.519557	0.635645	0.535494	1	1.591896	1.242491	4	96	4	4	336
1	corrected	5	240	0.623877	0.523569	0.633312	0.534431	1	1.824744	1.221862	5	120	4	4	336
1	generic_first_jet	1	48	0.647429	0.54319	0.674876	0.582691	1	0.729429	1.507581	1	24	4	4	336
1	generic_first_jet	2	96	0.633333	0.522877	0.647406	0.543765	1	0.922832	1.429545	2	48	4	4	336
1	generic_first_jet	3	144	0.629244	0.529965	0.645284	0.546025	1	1.318635	1.368934	3	72	4	4	336
1	generic_first_jet	4	192	0.62767	0.519557	0.635645	0.535494	1	1.591896	1.242491	4	96	4	4	336
1	generic_first_jet	5	240	0.623877	0.523569	0.633312	0.534431	1	1.824744	1.221862	5	120	4	4	336
1	full_jacobian	1	48	0.647429	0.54319	0.674876	0.582691	1	0.729429	1.507581	1	24	4	4	336
1	full_jacobian	2	96	0.633333	0.522877	0.647406	0.543765	1	0.922832	1.429545	2	48	4	4	336
1	full_jacobian	3	144	0.629244	0.529965	0.645284	0.546025	1	1.318635	1.368934	3	72	4	4	336
1	full_jacobian	4	192	0.62767	0.519557	0.635645	0.535494	1	1.591896	1.242491	4	96	4	4	336
1	full_jacobian	5	240	0.623877	0.523569	0.633312	0.534431	1	1.824744	1.221862	5	120	4	4	336
1	gate_blind	1	48	0.647492	0.54328	0.675116	0.583067	1	0.729429	1.507581	1	24	4	4	336
1	gate_blind	2	96	0.633481	0.52306	0.647756	0.544459	1	0.922832	1.429545	2	48	4	4	336
1	gate_blind	3	144	0.629462	0.530175	0.645586	0.54651	1	1.318635	1.368934	3	72	4	4	336
1	gate_blind	4	192	0.62767	0.519571	0.635795	0.535686	1	1.326239	1.26352	4	96	4	4	336
1	gate_blind	5	240	0.623426	0.523041	0.63369	0.534077	1	1.437795	1.230802	5	120	4	4	336
1	random_order	1	48	0.636727	0.540766	0.673824	0.581837	1	0.781581	1.520695	1	24	4	4	336
1	random_order	2	96	0.636727	0.540766	0.660782	0.571268	1	1.540588	1.405128	1	48	4	4	336
1	random_order	3	144	0.636727	0.540766	0.654354	0.560444	1	1.493116	1.302088	1	72	4	4	336
1	random_order	4	192	0.636727	0.540766	0.654079	0.555675	1	1.657338	1.202725	1	96	4	4	336
1	random_order	5	240	0.636727	0.540766	0.647306	0.550025	1	2.528733	1.202694	1	120	4	4	336
1	no_feedback	1	48	0.647429	0.54319	0.674876	0.582691	1	0	1.6	1	24	4	4	336
1	no_feedback	2	96	0.647429	0.54319	0.689735	0.600835	1	0	1.6	1	48	4	4	336
1	no_feedback	3	144	0.647429	0.54319	0.707419	0.622762	1	0	1.6	1	72	4	4	336
1	no_feedback	4	192	0.647429	0.54319	0.709834	0.626367	1	0	1.6	1	96	4	4	336
1	no_feedback	5	240	0.647429	0.54319	0.715106	0.626292	1	0	1.6	1	120	4	4	336
1	frozen_proposer	1	48	0.647429	0.54319	0.674876	0.582691	1	0	1.6	1	24	4	4	336
1	frozen_proposer	2	96	0.642263	0.530348	0.679035	0.585263	1	0	1.6	1	48	4	4	336
1	frozen_proposer	3	144	0.642263	0.530348	0.680906	0.592448	1	0	1.6	1	72	4	4	336
1	frozen_proposer	4	192	0.642263	0.530348	0.690576	0.597719	1	0	1.6	1	96	4	4	336
1	frozen_proposer	5	240	0.62929	0.532183	0.6842	0.591592	1	0	1.6	1	120	4	4	336
1	direct_tournament	1	48	0.647429	0.54318	0.666626	0.571763	1	1.112989	1.504955	1	12	4	4	360
1	direct_tournament	2	96	0.644145	0.531642	0.661993	0.559164	1	1.391105	1.391662	2	24	4	4	360
1	direct_tournament	3	144	0.644145	0.531642	0.652495	0.544041	1	1.571329	1.305895	2	36	4	4	360
1	direct_tournament	4	192	0.644145	0.531642	0.654403	0.54543	1	1.850804	1.231658	2	48	4	4	360
1	direct_tournament	5	240	0.644145	0.531642	0.658309	0.553253	1	2.120391	1.16099	2	60	4	4	360
2	corrected	1	48	0.497137	0.522823	0.545284	0.573258	1	0.992096	1.477918	1	24	4	4	336
2	corrected	2	96	0.49041	0.513934	0.52553	0.555901	1	1.421005	1.368094	2	48	4	4	336
2	corrected	3	144	0.487372	0.509853	0.522011	0.549538	1	1.41538	1.244465	3	72	4	4	336
2	corrected	4	192	0.484899	0.506949	0.505722	0.529303	1	1.683775	1.203621	4	96	4	4	336
2	corrected	5	240	0.484678	0.506571	0.495246	0.518464	1	2.463117	1.196438	5	120	4	4	336
2	generic_first_jet	1	48	0.497137	0.522823	0.545284	0.573258	1	0.992096	1.477918	1	24	4	4	336
2	generic_first_jet	2	96	0.49041	0.513934	0.52553	0.555901	1	1.421005	1.368094	2	48	4	4	336
2	generic_first_jet	3	144	0.487372	0.509853	0.522011	0.549538	1	1.41538	1.244465	3	72	4	4	336
2	generic_first_jet	4	192	0.484899	0.506949	0.505722	0.529303	1	1.683775	1.203621	4	96	4	4	336
2	generic_first_jet	5	240	0.484678	0.506571	0.495246	0.518464	1	2.463117	1.196438	5	120	4	4	336
2	full_jacobian	1	48	0.497137	0.522823	0.545284	0.573258	1	0.992096	1.477918	1	24	4	4	336
2	full_jacobian	2	96	0.49041	0.513934	0.52553	0.555901	1	1.421005	1.368094	2	48	4	4	336
2	full_jacobian	3	144	0.487372	0.509853	0.522011	0.549538	1	1.41538	1.244465	3	72	4	4	336
2	full_jacobian	4	192	0.484899	0.506949	0.505722	0.529303	1	1.683775	1.203621	4	96	4	4	336
2	full_jacobian	5	240	0.484678	0.506571	0.495246	0.518464	1	2.463117	1.196438	5	120	4	4	336
2	gate_blind	1	48	0.497278	0.523292	0.545683	0.573845	1	0.992096	1.477918	1	24	4	4	336
2	gate_blind	2	96	0.49049	0.514056	0.525693	0.556189	1	1.421005	1.368094	2	48	4	4	336
2	gate_blind	3	144	0.487457	0.509934	0.522233	0.549886	1	1.41538	1.244465	3	72	4	4	336
2	gate_blind	4	192	0.484898	0.506998	0.506038	0.529656	1	1.683775	1.203621	4	96	4	4	336
2	gate_blind	5	240	0.4847	0.506605	0.495398	0.518673	1	2.463117	1.196438	5	120	4	4	336

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