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Synthetic Data Generation on freMTPL2freq interaction formula 4.4 (train)

97.2298M1 Score

CTGAN

Updated 1mo ago

Evaluation Results

Method	Links
CTGAN 2025.09		97.2298	97.4553	12	1.6	0.2	0.3711	0.2556	0.0028	6.2939	0.0124	2.075	0.0101	9.023	0.0119	30.5449	4
COTE_MC_WGAN_GP 2025.09		95.7471	101.6243	11.8	2	0.2	0.3585	0.2559	0.0045	49.0903	0.0105	1.3069	0.0045	8.906	0.0241	312.4132	11
MICE_VV 2025.09		60.3352	66.8387	10.2	0.8	0.4	0.3508	0.2546	0.0014	0.2071	0.0291	1.1344	0.0038	3.19	0.0018	0.0539	2
MICE_TABULATOR 2025.09		49.9084	55.7844	9.4	2	1.2	0.3491	0.2543	0.0011	0.4616	0.0248	0.4979	0.0007	0.955	0.001	0.3482	4
CTGAN_MICE 2025.09		49.8728	53.2112	8.4	2	0.4	0.3546	0.2552	0.0024	2.9313	0.0048	0.3859	0.0101	9.023	0.005	13.2287	7
VAE_JAMOTTON 2025.09		49.5806	55.0953	7.8	0.4	0.4	0.3538	0.255	0.002	0.3108	0.0224	0.9589	0.0052	7.658	0.0078	0.218	8
CTGAN_WITH_AE_MICE 2025.09		47.6592	50.9883	8	2	0.4	0.3525	0.2548	0.0019	8.6975	0.0056	0.4775	0.0053	6.383	0.0039	45.2553	9
CTGAN_WITH_AE 2025.09		41.8	46.3957	10	1.2	0.2	0.3462	0.2539	0.0021	19.8907	0.0212	1.7931	0.0053	6.383	0.0085	103.2512	7
MICE_FULL_SYN 2025.09		16.6953	21.0476	15.6	1.6	0.4	0.3417	0.2532	0.0007	0.4539	0.0097	0.3869	0.0024	2.565	0.0018	0.4193	4
MICE_PART_SYN 2025.09		13.6209	17.6173	15.4	1.8	0	0.3413	0.2532	0.0006	0.3418	0.0089	0.3074	0.002	2.169	0.0014	0.2953	2
training 2025.09		0.8605	1	16	0	0	0.3394	0.2529	0	0	0	0	0	0	0	0	1