humidity float64 -5.19 3.59 ⌀	temperature float64 -1.98 5.47 ⌀	disk_iops float64 -3.06 5.05 ⌀	latency_ms float64 -3.29 4.12 ⌀	fan_rpm float64 -3.1 4.62 ⌀	throughput_gbps float64 -4.8 2.22 ⌀	current float64 -2.54 2.48 ⌀	mem_pct float64 -4.25 3.32 ⌀	uptime_hours float64 -3.88 3.87 ⌀	pressure float64 -4.26 3.38 ⌀	voltage float64 -2.42 4.52 ⌀	vibration float64 -3.51 2.68 ⌀	packet_loss float64 -3.06 4.04 ⌀	error_rate float64 -3.1 1.96 ⌀	cpu_pct float64 -4.85 2.68 ⌀	iot_15 float64 -4.44 3.23 ⌀	iot_16 float64 -1.48 4.12 ⌀	iot_17 float64 -3.39 3.64 ⌀	iot_18 float64 -3.97 2.12 ⌀	iot_19 float64 -5.38 1.91 ⌀	iot_20 float64 -2.74 4.24 ⌀	iot_21 float64 -2.44 2.68 ⌀	iot_22 float64 -4.12 2.13 ⌀	iot_23 float64 -4.21 3.58 ⌀	iot_24 float64 -3.87 2.56 ⌀	iot_25 float64 -3.41 1.86 ⌀	iot_26 float64 -1.37 4.55 ⌀	iot_27 float64 -3.35 4.46 ⌀	iot_28 float64 -4.35 1.37 ⌀	iot_29 float64 -6.17 1.94 ⌀	iot_30 float64 -1.79 4.66 ⌀	target int64 0 2	_source_meta large_stringclasses 4 values	intensity float64 -0.23 8.27 ⌀	reaction_time float64 -5.06 2.39 ⌀	balance float64 -3.16 2.42 ⌀	cost_usd float64 -3.14 2.22 ⌀	purity float64 -2.47 3.56 ⌀	entropy float64 -3.18 3.24 ⌀	age float64 -0.57 4.57 ⌀	yield_pct float64 -2.56 4.1 ⌀	carrier_id float64 -5.18 3.09 ⌀	priority float64 -2.62 5.1 ⌀	fuel_consumption float64 -2.4 2.69 ⌀	wavelength float64 -4.5 4.44 ⌀	science_23 float64 -4.5 2.57 ⌀	pressure_pa float64 -4.32 2.61 ⌀	fragile float64 -4.07 1.27 ⌀	debt_ratio float64 -4.02 1.8 ⌀	loan_amount float64 -2.94 3.45 ⌀	margin float64 -3.85 3.55 ⌀	assets float64 -5.2 2.05 ⌀	science_20 float64 -1.68 3.82 ⌀	energy_kj float64 -2.23 4.66 ⌀	concentration float64 -3.07 3.13 ⌀	route_id float64 -3.2 3.19 ⌀	volume float64 -1.55 3.25 ⌀	logistics_17 float64 -4 2.69 ⌀	default float64 -2.47 2.87 ⌀	science_18 float64 0.36 5.23 ⌀	weight_kg float64 -3.67 0.92 ⌀	logistics_15 float64 -3.92 1.9 ⌀	velocity float64 -1.72 3.73 ⌀	science_19 float64 -4.92 2.29 ⌀	income float64 -2.14 3.96 ⌀	interest_rate float64 -5.13 1.6 ⌀	warehouse_id float64 -3.07 3.03 ⌀	science_17 float64 -3.06 3.7 ⌀	customs_flag float64 -4.04 2.14 ⌀	load_factor float64 -2.5 6.72 ⌀	return_flag float64 -3.56 2.72 ⌀	science_22 float64 -4.52 2.97 ⌀	distance_km float64 -3.28 1.5 ⌀	temperature_k float64 -1.74 5.67 ⌀	science_16 float64 -3.8 2.86 ⌀	expenses float64 -2.78 3.35 ⌀	damage_rate float64 -4.16 2.03 ⌀	logistics_16 float64 -3.3 3.31 ⌀	acceleration float64 -3.58 3.58 ⌀	mass float64 -2.32 3.67 ⌀	ph float64 -4.65 1.57 ⌀	employment_years float64 -3.24 2.8 ⌀	transit_days float64 -3.43 3.54 ⌀	science_15 float64 -2.09 4.17 ⌀	credit_score float64 -1.09 3.81 ⌀	science_21 float64 -2.88 4.02 ⌀	tax_rate float64 -4.18 2.12 ⌀	on_time float64 -3.19 1.17 ⌀
-3.80279	0.901108	-1.8778	0.752253	1.990194	-2.190645	-0.10708	0.199168	-0.4981	-0.714841	-0.23812	-1.361938	0.689037	0.086882	-0.990393	-2.475527	0.547553	0.03255	-0.225107	-2.832945	-0.79415	null	-1.331335	-0.65812	-2.06333	0.231652	-0.18431	1.439368	-1.596769	-2.638624	2.000488	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.443997	3.047916	1.198897	2.031322	1.180133	-0.705083	-1.659365	0.07342	-1.160935	0.012223	1.381664	0.030425	1.416279	-1.426487	0.117985	0.446585	1.748801	0.650306	-1.718749	-2.379629	-0.205871	0.512832	0.091579	-1.339486	0.628657	-1.553142	1.432034	1.084727	-1.411921	-2.504181	1.763782	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.483893	-0.357166	1.542058	0.061119	0.883884	-1.29823	1.430205	0.68774	-0.990468	-0.390364	0.070808	-0.853381	-2.062117	0.340768	-1.492566	-0.906341	-0.277407	1.066571	-0.730552	-1.757721	-0.177411	-0.974857	-1.421376	0.104861	-0.95381	-1.869017	2.010168	1.22916	-2.76078	-2.501964	2.904209	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.777687	0.690546	-0.142652	0.497048	-0.948077	-2.12715	-0.168374	-1.675351	1.759308	0.127976	-0.027885	-0.843643	0.910842	-1.519178	-1.696881	-1.466174	2.376401	2.578057	0.742246	-2.005117	1.129313	1.082786	-2.631428	-1.309321	0.567755	-0.046917	1.785057	-0.548055	-0.670489	-1.246364	2.637422	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.188176	2.20963	3.3691	-0.317807	3.008065	-0.004094	0.183793	0.165648	-2.251089	-3.196136	0.86811	-0.142476	0.714878	-0.256875	0.132322	0.656148	1.181886	-0.11401	-1.006719	-2.042126	-0.012506	0.93413	-1.522189	0.007432	-0.779845	-0.843912	1.197843	-0.111818	-2.75532	-0.42268	0.718317	2	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.026078	1.417819	0.515451	-1.029814	1.203659	-2.401282	0.77729	-1.641674	0.679807	-1.112235	0.766882	-2.507454	-0.409133	0.483238	-0.213225	0.166048	1.397523	0.052092	-0.49205	-0.930348	1.24342	0.245842	-2.511357	null	-1.86034	-2.471471	2.467585	0.634323	-0.707062	-1.154853	1.083475	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.827298	0.363162	0.434028	0.309947	0.160571	-0.823317	-1.60113	-1.44654	2.072274	1.889479	2.027838	1.66572	-0.323525	-1.982454	-1.27657	-0.486148	0.076977	1.1548	0.663681	-2.645394	0.976612	-1.728934	-0.974858	-1.844164	-0.370091	-0.615588	0.786806	3.877121	-1.080862	-4.912442	1.736333	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.029347	2.253505	-0.392745	null	1.899035	-0.333919	0.620526	-1.002277	0.508648	-2.020643	-1.003372	-3.129633	-1.993139	-0.974303	-2.290433	-0.738082	2.208114	0.16161	0.79971	-2.879443	0.10734	1.198388	-2.552545	1.099516	-1.79102	-1.108758	3.051415	-1.126757	-0.721573	-0.830818	0.282419	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.880671	0.870998	0.414386	-1.132137	1.476602	-3.583583	0.877783	1.727386	1.222515	-0.896234	-0.182337	-0.958406	1.09385	-0.246753	-0.36636	0.803633	0.594498	-1.329965	-1.335069	-2.971859	0.227555	-0.940681	-1.46206	0.464147	-0.799909	-2.839609	1.319126	0.759148	-2.370231	-1.17606	1.547039	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.621739	-0.71505	0.719743	-0.932016	1.430722	-2.913283	-0.354105	-1.366992	2.11286	0.412468	1.688985	-0.319154	0.656816	-1.887462	-0.656333	-1.476313	1.335807	0.068854	0.896264	-2.946401	0.614505	0.533238	-1.109326	-1.168776	-1.143645	-0.133287	-0.299037	3.551797	-2.577	-3.509882	2.963332	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.483793	-0.466303	-0.728928	0.374001	0.975058	-0.843304	0.531381	-1.914433	0.507654	0.744152	1.735635	-1.452104	-2.521165	-0.101825	-2.333075	0.460465	-0.236361	0.391691	0.313666	-1.43707	0.253658	-0.222253	-0.812004	-1.059081	-0.807047	-0.63706	2.783456	1.822678	-2.389683	-1.686079	-0.116937	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-3.330529	-1.020718	1.23681	0.118935	2.12236	-1.993937	0.374737	-2.089599	0.690057	0.162716	1.582881	-1.808819	-0.014025	-0.971719	-0.611588	-0.630789	2.523995	1.640254	-0.392826	-1.191871	1.596877	1.564795	-0.361518	-0.6171	-0.673661	-1.553242	2.517239	1.236876	-1.015362	-1.661718	1.505172	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.135559	0.615825	-0.129592	1.775252	1.941331	-1.955221	-0.524845	-1.138479	-1.685471	1.899418	1.57496	0.258007	1.685611	-1.318043	1.170045	-2.45199	0.771672	2.429089	-1.718544	-1.459663	-0.880995	0.662463	-0.28542	-1.791086	-0.640832	-3.112184	4.017367	0.658359	-2.638303	-2.926179	1.57498	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.220831	1.872505	0.060828	0.927424	1.201055	-1.342829	0.662381	0.252149	0.57458	-0.820835	-0.592131	-3.337645	0.418877	-0.704812	-1.092424	-0.176942	1.502938	-0.572084	-1.2147	-3.090919	0.270472	0.236806	-1.55592	1.210691	0.394584	-1.218902	0.684602	-0.374743	-1.007857	-0.48217	1.751844	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
null	1.368012	3.591989	-1.25138	1.379652	-1.334802	-0.243524	1.788555	-0.209442	-1.315866	1.818334	0.479002	1.771791	-0.874606	-0.86135	-0.762354	1.164158	0.556703	-2.391392	-2.660979	0.671361	0.731167	-1.262353	0.062573	-0.980403	-1.300979	0.86893	1.147411	-1.600997	-2.508862	0.994913	2	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.833858	1.495188	-0.73605	1.490136	1.458865	-0.598367	-1.315609	-1.502602	1.296832	-0.755883	2.121878	-1.329379	-0.867892	-0.888297	-1.212601	0.72247	0.486073	0.997818	0.06098	-1.596865	-0.051538	2.606636	-1.55514	-1.433198	-2.594056	0.374191	1.071113	0.17244	-2.109802	-2.953202	1.204143	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.707159	2.626482	0.598505	-0.049324	-0.946661	-0.352282	-0.699445	-0.762866	1.572233	0.927325	2.268216	-0.825459	-1.332218	-2.568618	-1.784312	1.241961	2.207883	1.323407	0.160198	-3.623712	-0.184227	-0.242338	-1.34619	-1.36609	1.315478	-1.655345	0.860159	1.70927	0.358041	-3.787201	2.406318	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.844379	3.241046	-1.648417	1.204747	1.566701	-0.101151	-0.378464	-1.866145	-1.199275	-2.533048	3.106116	-2.375392	-1.10287	0.610332	-2.306435	1.846186	1.206353	0.484246	0.295578	-0.81261	0.26432	0.293027	-1.152727	1.685164	-1.706924	-0.726558	2.827631	0.129809	-0.944346	-1.578378	0.013429	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.884047	2.155813	0.06378	-1.057325	1.367077	-2.379863	-1.01756	1.984105	0.145688	0.356478	1.488273	1.010966	0.294048	0.005025	-0.392289	0.545964	-0.66355	0.757359	0.497831	-1.942585	0.408319	0.707343	-3.970586	0.087128	-1.516642	-0.077553	2.276793	2.132408	-0.109523	-1.821162	1.316697	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.76997	2.80142	0.115103	1.397278	1.802554	0.473542	-0.614464	0.2985	0.999617	-0.670822	0.704903	-0.16181	0.168564	0.518708	-1.833296	-0.878863	1.454788	-0.136383	-0.741444	-2.167283	0.042582	-0.424252	-1.034365	0.404035	-0.080963	0.752742	0.134299	0.979192	-0.966096	-2.936613	1.648061	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.380131	0.759974	0.717188	0.01219	2.16425	-1.380749	-0.281258	0.722861	1.064294	-0.590618	1.729814	-0.20472	-0.836218	0.186078	-0.033128	-0.70448	2.382982	0.740929	-0.14752	-3.717752	0.022909	0.670388	-2.457357	-0.323527	-0.517371	-1.492097	0.57326	0.669457	-2.491767	-2.121546	2.913699	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-3.281871	1.22997	2.003768	1.893859	1.290334	-0.633319	-0.782667	-3.155427	-0.985677	-1.71215	1.827403	0.179101	2.34924	-0.208725	0.956882	0.321587	2.24283	1.634134	-0.572909	-1.697342	-0.209104	1.477031	-2.425908	-1.635926	-1.244647	-0.826469	0.063693	-0.130107	-1.14068	-1.723175	2.462768	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.895335	-0.134955	2.534478	-1.558659	1.481278	-1.55789	0.769082	-1.013521	-0.553026	-0.209702	0.086551	-1.695817	1.09258	-1.136311	0.804824	0.318881	1.770709	-0.372071	-0.166371	-3.484145	1.488476	0.612286	-0.448307	0.752882	-1.673221	-2.961096	1.589561	1.084663	-3.629478	-1.256454	1.256876	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-4.843399	1.3355	1.756983	-1.948172	-0.141071	-1.271073	-0.273717	-1.002349	0.376048	-0.343035	2.087967	0.424912	4.043888	-1.907419	-1.412194	-2.541523	3.494572	1.831288	-1.963653	-2.519759	0.437524	0.622138	0.012558	0.974472	-1.346947	-1.678596	-0.14394	2.099331	0.404526	-3.230899	1.445752	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.009756	1.314914	-0.317605	0.341238	0.346203	-1.26409	-0.50866	-1.911367	-0.801723	1.042874	2.674778	-1.203248	0.817494	-0.610268	0.188709	-0.742423	0.93984	1.524915	-1.781641	-3.028587	0.630804	1.235627	-0.51374	1.289081	-1.666299	-2.068185	1.758303	0.050095	-1.582583	-2.562119	1.7807	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.129178	2.81836	-0.890114	0.00736	1.556089	-2.233946	0.221118	-0.378465	-1.34081	-0.560375	0.225369	-1.546926	0.204427	-1.094291	-0.973904	-1.48621	1.796287	0.833691	-0.141357	-1.928607	0.424907	2.138274	-1.998335	1.802404	-0.701687	-1.665735	2.38424	-0.703068	-0.570644	-0.747242	1.321499	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.446016	null	0.029654	2.202466	-0.168786	0.347913	-0.388841	0.668601	-2.596627	1.531905	-0.34969	0.369456	1.032339	-1.252273	-0.26127	0.633192	null	1.853073	-2.555501	-3.058377	-1.1219	-0.315551	-0.01727	-1.294327	0.449793	-1.407569	0.837178	-0.159753	-1.625913	-3.473707	2.86699	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.156755	1.139621	0.541388	0.330999	0.533955	-0.828205	0.494308	-2.114012	-1.678549	-1.267962	0.61304	-0.495783	1.669923	-1.090102	-2.606402	-2.935084	1.990458	1.263367	-0.164541	-2.100292	-1.320254	1.469625	0.238011	0.112161	-0.921404	null	0.299874	0.950835	-1.219899	-2.390478	0.873171	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.05083	0.244699	1.013422	-0.45075	2.260275	-3.356884	0.981008	-0.15235	1.374208	-1.490278	null	-2.874731	0.3292	-0.060195	-1.046492	-0.192067	0.579797	0.761729	-0.090575	-1.033653	0.165069	0.754211	-2.507885	-0.868601	-2.232876	-0.025812	1.75382	0.288595	-1.298897	-0.852217	1.005139	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.921203	2.995264	-0.166004	-0.210379	2.05361	-2.472869	-0.184883	2.160225	0.396132	0.208225	1.357492	-1.434141	-0.964337	-1.396651	-2.231215	-1.05478	0.723784	0.597372	0.530784	-0.997045	1.149322	-0.538265	-1.211993	0.106059	0.549564	-0.88299	0.637212	3.069263	-0.06959	-2.136932	0.312648	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.427669	1.997777	-0.419807	0.634747	0.478021	-0.966257	-0.10053	-2.351157	0.701931	-0.758245	0.932521	null	1.558555	-0.597636	-4.459946	-0.478091	2.64285	2.511705	-2.099534	-2.410612	-0.893081	0.715257	-1.005601	-1.896938	-0.058569	0.425107	0.99447	1.139066	0.964054	-3.052162	1.308615	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1.085281	1.26575	1.343233	-0.10292	0.075309	-0.222484	1.721285	-1.326198	-2.262297	-0.376536	-0.146215	-1.297263	-0.203594	0.435629	-1.346436	-0.332384	-0.50995	-0.056418	0.120538	-1.408551	2.240306	-0.818122	-0.270233	2.00043	-0.412047	-0.438019	2.118007	1.005847	-1.277577	null	2.858158	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-3.482578	2.084898	0.97552	-0.924729	0.060227	-1.432245	0.705416	0.206919	-0.44684	-0.172811	0.211584	0.346497	0.29808	0.706898	-1.102778	-0.661918	1.49125	1.756386	-2.669198	-3.969938	-0.824078	-0.022364	-0.310137	-1.801971	-0.430421	-0.244038	0.585629	0.178887	-1.473392	-2.776081	3.134071	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-3.709216	0.750372	1.222714	-0.155614	1.151247	-1.437024	1.10571	-1.601976	-1.563912	-1.423159	-1.674569	-1.84926	1.388058	-1.160455	-3.046976	0.49995	1.99428	0.804527	-1.200667	-2.413852	-0.99112	-0.629974	-1.080628	-1.85811	-0.441009	0.258878	0.127606	1.124185	-0.708282	-0.57523	1.547767	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.899443	1.383106	0.675787	-0.222176	-0.267109	-1.435124	0.425788	1.29945	-0.137442	1.579157	-0.956662	-0.633442	0.71991	-1.254179	-2.248994	0.143559	1.470579	1.347305	-1.889336	-2.290655	0.36533	-1.29943	-1.772554	0.113097	-0.755261	-1.535493	1.309569	0.976547	-1.797474	-2.75779	2.060417	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
null	0.2975	0.751508	-1.847451	2.96793	-1.780374	-0.271025	-0.387198	-1.047439	-1.710821	0.275862	-1.975391	0.855521	-0.233632	-0.198709	-0.057577	2.58361	1.218143	-0.518871	-3.56712	1.536432	1.430864	-0.690135	0.516697	-2.087389	-1.539595	2.319685	0.679922	-1.435941	-1.775686	1.799345	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.136013	1.624161	0.154929	-1.2522	2.079799	-1.134954	0.416949	-1.470964	-1.153524	-3.481622	1.596917	-0.267237	0.094044	0.270574	-1.192064	0.65236	0.842	-0.567067	-0.136539	-3.141804	-0.042131	0.805498	-2.777786	0.249437	0.846667	-1.181461	1.740369	-0.103942	-2.228786	0.178161	0.295318	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.880642	-0.936352	-0.223547	-0.843215	1.807229	-4.503847	0.655858	1.267216	0.126382	0.673622	-0.75252	-2.083843	0.404556	-0.581647	-1.45823	-1.438768	-0.313301	-0.308374	-0.718909	-1.890476	1.750211	null	-2.202393	0.306806	-2.605889	0.588166	2.334234	1.067024	-1.684811	-0.590452	1.818885	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.068784	3.610717	-2.439782	1.324462	0.381494	-0.737664	-0.891429	-1.888379	-0.747902	-0.145949	1.893936	-0.242286	-0.1865	-1.560905	-1.295593	0.057164	1.390197	2.498583	0.390866	-2.09921	-1.411209	2.028522	null	-2.556195	0.744275	-0.630435	2.959744	-0.356554	-1.276547	-3.199905	0.664802	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.036272	-0.008829	3.111572	-0.985729	2.8621	-1.120378	0.056969	-0.43364	-0.673514	0.011608	null	-2.216233	-0.687922	-0.004406	-0.333562	-0.183829	0.639263	-0.261401	-1.751097	-2.7548	0.74683	0.935701	-1.206815	-0.15108	-0.996853	-2.069255	1.944882	0.460499	-1.833727	0.27497	0.062089	2	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.773999	2.989554	-0.335905	0.024741	1.016445	0.797837	0.194159	1.016444	-1.128986	-0.634803	0.827198	-0.164948	null	0.651835	-1.257381	0.857007	-0.111213	0.895211	-0.082855	-2.30073	-0.342256	0.283684	-0.92107	0.064141	-0.196997	-0.460175	3.626419	1.053466	-3.79506	-2.908218	1.512148	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.778791	-0.104354	1.315764	-0.392033	null	-1.376944	-0.053729	-2.200684	1.137574	0.056206	2.032712	-0.67457	-0.677126	0.864626	0.119731	-0.478836	0.875681	-0.148723	-1.211105	-3.038	-0.038184	0.090564	-1.861993	-0.435706	-1.454323	-0.652769	1.006419	1.500128	-2.749642	-1.050736	1.438342	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.978404	1.223048	-0.302029	-0.181866	1.584715	-1.274188	1.172466	1.051433	-1.678394	-0.714906	0.541031	-1.965079	1.310121	-0.624563	-0.146708	-0.382423	1.465509	1.047605	-0.34236	-0.907188	-1.072166	0.050331	-1.059977	-0.251332	-0.529683	-1.363883	4.114638	1.887357	-2.555316	-1.420611	0.497435	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1.246927	1.777111	0.725394	0.732546	1.296398	-0.129509	-0.674269	0.83687	0.85218	1.100969	1.189662	1.635563	1.008918	0.028581	0.327369	0.397459	0.968439	1.546143	-0.901278	-4.454402	2.661123	-1.463932	-1.049884	-0.636826	1.201893	-0.724058	2.894366	1.385853	-1.284635	-2.697788	2.057645	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.386055	-0.413103	1.4535	0.457821	3.512091	-2.812048	-0.606752	0.779599	1.353845	0.512042	1.568696	0.960163	-0.574543	0.020934	-0.561134	-3.056007	-0.021197	2.276998	-0.120025	-1.447657	0.87671	0.007136	-1.975149	-0.254092	-0.9711	-0.560415	1.564086	1.209371	-0.307242	-2.411805	1.595105	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1.030038	1.351918	1.57006	0.617693	1.061198	-0.491417	0.486813	-0.258992	-2.416429	0.20539	1.374279	0.456818	-0.534586	-0.661031	0.877943	3.172287	0.506866	0.487584	-0.335523	-1.036378	0.786235	-0.914562	-2.003508	-0.553406	-0.04826	-1.519274	3.798774	1.961155	-3.789509	-2.565786	1.937503	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.246986	1.06872	-1.857506	2.462477	2.144186	-1.167306	0.078936	-2.291294	null	-1.490992	0.828883	-1.504158	0.915524	-0.829849	-1.523663	-0.969206	1.841331	2.086147	-0.750618	-1.203266	0.777344	1.161258	-0.759709	0.133585	0.23172	-0.986779	2.171124	-0.119058	-0.907594	-0.791292	1.769492	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-3.782449	1.555943	-0.052071	2.17181	1.122428	-2.48543	-0.023496	-1.54625	-0.937076	-2.453172	0.191283	0.21304	2.092647	-0.055273	-0.845567	-1.629885	3.463444	1.278342	-1.682206	-2.776445	-1.384839	1.405809	-0.201998	-1.86053	-0.565669	-0.968493	-0.838541	-0.685562	-0.912428	-1.606732	2.796875	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1.042299	0.622658	0.688629	1.426894	1.079858	-1.318217	0.549135	-0.232221	-0.714094	-0.30427	0.986293	-0.632182	1.161373	0.217035	-3.08764	-1.995125	1.367743	0.45018	-1.039116	-1.520821	1.829082	-0.099644	-0.00826	0.752489	-0.627051	-0.293172	1.746856	0.856609	-1.166103	-1.779613	1.322803	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.486462	2.461699	1.103538	-1.488574	-0.435433	-0.882981	-0.465089	-0.911197	-0.292195	0.704044	0.395649	-1.17954	1.902335	-1.440598	1.671225	null	1.16019	-1.005272	-0.185065	-2.708589	0.724379	0.054378	-1.423562	0.843233	-0.490876	-2.522619	2.175603	2.301847	-1.112966	-1.511665	1.786696	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.155999	1.755763	-0.990397	-0.953737	-0.354635	-2.141143	0.777391	-1.39328	-3.001653	-2.003781	0.883987	-1.85704	1.02844	-0.340275	-1.658087	-0.696707	1.488776	0.42133	-0.759975	-2.162756	-0.280307	1.249629	-0.980435	2.113477	-1.926118	-1.263795	-0.089303	-0.385406	-1.06389	-0.64242	2.67091	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.327246	0.541301	-0.022043	-0.872438	0.062968	-2.178525	0.575584	-0.68225	0.433512	-0.706706	-1.108036	-1.52676	-0.596067	-0.583714	-2.654499	-0.746896	1.45709	0.007579	0.292297	-2.200907	1.63147	-0.570456	-1.973832	-2.086141	-1.640822	-0.057084	1.24973	0.890869	-0.893757	-2.793721	1.372162	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.614286	0.666438	0.403761	2.839264	1.195731	-0.813245	-0.594651	-0.444886	-0.043245	0.997221	0.294272	0.634736	0.030303	-1.779603	-0.425481	0.408675	1.23381	1.095697	-1.120173	-3.701097	-0.746989	0.348309	-2.205964	-3.394688	0.553389	0.560305	1.405352	1.041697	-2.169622	-3.094591	2.50384	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.824982	1.447735	0.614053	-1.170873	-0.863475	-1.453512	-0.878329	-1.686067	0.008645	-0.721588	0.544308	-0.167973	1.56722	-1.907683	-1.143488	-0.200401	2.629476	0.815551	-1.714571	-2.444616	-0.728954	null	-1.551328	-1.116558	-1.984115	-1.026568	0.342923	0.527925	-1.593448	-2.199936	2.299693	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.062771	1.064761	-0.442893	-0.771433	1.476504	-0.938549	0.01807	0.9058	0.191925	1.028306	0.540231	-0.607272	-0.215931	-0.351239	-1.543763	-1.955119	0.300663	1.913662	0.127017	-1.949207	0.091654	1.95058	-1.472805	-0.040279	-1.687418	-1.405511	3.64585	1.063386	-1.392463	-1.284985	-0.438993	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1.081382	3.471761	-0.35996	1.357387	0.118702	0.481691	-0.163421	-1.958523	-0.459133	-1.124037	0.977273	-0.316654	-0.78345	0.599772	-1.203153	-0.041521	1.496506	0.140045	-0.723177	-2.203748	-0.016815	-0.232254	-1.499556	0.463051	0.826603	-0.343732	0.230296	0.857502	null	-0.517548	0.931823	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
null	2.999066	1.052381	-0.095473	2.102408	-1.505572	1.575368	1.162757	-2.43616	-1.497511	0.106855	-1.019246	0.254489	0.084876	-2.38767	0.56681	-0.73203	-0.745925	-1.043721	null	-0.438301	0.941735	-1.325438	2.00596	-0.329675	-0.852543	1.493909	0.081576	-1.724576	-0.440363	1.221192	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.301001	0.920753	-0.128445	1.463139	1.660061	-1.25473	-0.084354	-1.540553	-1.014422	-0.805364	1.885542	-0.277037	1.66476	0.550181	-1.005169	-2.266529	1.610649	0.498699	-0.523193	-2.687043	-0.05274	0.763283	1.698222	-1.565409	0.449154	-1.089789	1.019364	3.217244	-1.39771	-3.780967	1.945101	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.405955	1.534746	-0.685896	1.220844	-0.001377	-1.07506	-0.423022	-2.217449	-1.158573	0.512337	1.817893	0.56007	1.150177	-1.204803	-0.187255	-1.839435	1.342471	1.403617	-0.311739	0.562327	-0.896138	1.8793	-1.980862	-1.869003	-0.689105	-0.797351	null	0.461403	-1.767413	-2.247947	2.437033	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.808521	2.682917	-0.368421	-0.219853	0.964877	-1.357103	-0.131686	0.359039	-1.340815	-0.877046	0.696864	-1.075193	0.421962	-0.64933	-1.852685	-0.243967	1.668787	-0.503795	-1.425588	-2.896317	0.652163	0.665629	-1.222672	0.888591	-0.263002	-0.846547	1.696647	0.915841	-1.826219	-1.033601	1.393006	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.633633	1.970222	0.60752	-0.049768	-0.668134	-1.029572	-0.746226	-1.728496	-0.218036	0.301144	1.050758	-0.158536	-0.113919	-1.299768	-0.130008	1.591099	1.192509	1.213425	-0.888096	-3.548094	-1.952962	1.525359	-2.017008	-2.140334	-1.066034	-0.880867	2.405935	-0.471105	-3.538312	-2.979529	3.431559	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.989897	0.762418	1.34917	0.545381	1.788314	-1.851387	-0.220654	-1.346687	-0.527827	0.518039	0.629697	-0.815195	1.853657	-0.354085	1.14473	-1.832386	2.152854	0.532494	-1.092225	-2.545293	0.614032	1.381438	-1.503703	-0.173446	-3.26078	-0.910272	2.204626	-0.668466	-1.444081	-0.718544	1.203695	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.587698	1.241453	1.544604	-1.235924	1.078173	null	0.851022	-2.903396	-0.697653	-2.76747	1.025048	-0.112584	0.781353	-0.496592	-2.147077	-0.082844	0.357865	0.180044	-0.070399	-2.228195	-1.016402	1.356904	-1.694454	-1.076366	-1.564728	0.174994	-0.004404	1.747918	-3.584795	-1.063628	0.379492	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.029604	1.554005	-0.617669	-0.243748	1.260302	-1.705868	-0.088526	-1.161339	0.285143	-0.705132	1.961713	-0.423173	1.04285	-0.282747	0.238894	0.178552	-0.100952	0.571673	-1.086494	-2.566722	-2.289267	0.984012	-0.164491	-1.930537	-0.186341	-1.270171	0.706692	2.17341	-3.382819	-3.685043	2.431885	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-5.190809	-0.038583	2.001823	-0.534858	2.400892	-3.083214	1.803916	-1.771244	0.237997	-2.0604	2.043937	-2.397701	2.343002	0.789341	-1.758013	-1.467714	1.569288	-0.77397	-2.621981	-0.916183	-0.845691	0.677903	1.012913	-2.204847	-2.11922	0.260237	0.602688	2.517449	-1.317022	-2.012181	1.080133	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.089951	1.290123	2.471146	-0.723772	1.24874	-1.001506	-0.381779	0.909269	1.078865	-0.513844	0.422006	-0.919246	0.832802	0.697575	-1.909281	-0.546724	0.82074	1.19212	-2.163647	-2.750339	0.657732	0.423227	-0.393198	0.295015	-0.902231	-0.317298	-0.017062	1.025534	-1.876807	-0.420359	2.051344	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.811165	0.830254	0.881661	0.19854	1.772443	-2.215084	-0.221257	2.78739	-1.034971	1.042905	-0.336863	-0.595023	0.165865	0.144269	1.280323	0.012418	-0.046119	0.842548	-1.560026	-4.455462	0.67265	-0.065086	-2.709625	0.266607	-0.856772	-1.372743	2.129758	0.694271	-2.514161	-1.74611	3.228912	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1.241066	-0.38992	0.650968	-0.722858	3.338296	-1.248602	-0.278793	-0.733119	-1.205525	-1.37223	-1.021649	-1.966872	0.502369	-0.962652	-0.471333	0.412537	1.645618	-0.111369	0.757456	-2.557301	2.088471	-0.06961	-0.973409	-0.147033	-0.05964	-1.840471	1.802963	0.589728	-1.439355	-0.224593	-0.537858	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.957593	1.150453	0.536488	0.900241	0.464478	-0.580081	-0.473883	-0.86622	-0.472838	0.826785	0.440857	-2.564198	0.888106	-0.766428	0.189954	0.224459	3.131432	0.630108	-3.151523	-2.337784	-0.312033	1.248318	-0.381951	-1.085464	0.088371	-2.86393	2.792617	null	-1.381425	-1.754631	2.013491	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.389829	-0.357124	3.247312	-1.208	2.374687	-1.316666	1.099438	-0.666647	-0.156283	-0.73349	1.066823	-2.298222	1.635861	-1.439564	2.284619	1.66736	-0.090202	-0.833658	0.928989	-2.653432	-0.051989	0.493264	0.375589	-0.836754	-2.413176	-1.432644	0.399137	2.186391	-4.103933	-2.580489	1.938216	2	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.885281	2.585531	-1.60559	1.683839	1.630201	1.147361	0.460588	-1.710311	-1.9698	-3.00691	0.286913	0.070294	0.110503	-0.788757	-2.501893	0.98565	0.939438	-0.21558	0.248245	-2.850169	-1.976059	0.323673	-1.27339	0.150752	0.159141	-0.952534	0.94342	0.036959	-4.145496	-0.644556	-0.675102	1	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.878006	2.058893	0.580338	-0.664692	2.678137	-0.845815	-1.15542	0.500875	3.866687	-0.9324	1.562976	-0.042812	0.314874	1.153664	-0.762424	-2.249172	1.280695	-1.013694	0.221784	-3.780544	0.705894	1.228029	-3.021919	0.545093	-0.023443	-0.825503	0.865553	1.350061	0.04562	-0.743618	-0.101457	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-1.034057	1.769317	1.852531	-1.404588	0.268945	-0.541677	-0.167407	-1.31876	0.537176	-0.890409	3.226348	1.392823	-0.497155	0.416869	-0.364999	-0.668847	0.705928	-1.307618	-0.331638	-3.328206	0.685485	1.756432	-2.041245	1.346147	-1.84835	-1.234689	1.917868	2.215199	-1.883332	-2.11319	1.807337	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
0.294164	1.277852	0.294641	-0.213425	1.91914	-1.876415	0.248183	-0.550104	-0.079556	-1.642146	0.990363	-0.769863	0.991548	0.529674	-1.010402	0.614861	1.759093	0.160271	-1.286406	-2.152781	1.137698	1.96829	-0.51609	-0.013765	-0.220586	-1.870244	2.654099	0.135307	-1.810462	-3.188857	1.358272	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-3.037131	0.823265	-1.176746	-1.212823	1.013068	-2.832963	0.153838	1.808414	-1.525507	-1.380333	-1.109944	-3.219516	1.626423	-1.709474	-0.079447	-1.009396	2.107527	0.437729	-0.49101	-2.486082	0.82953	0.216149	-1.013209	1.423832	-2.771102	-3.101266	2.081494	-0.724343	-1.868851	-1.857808	2.249457	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.103023	1.589911	2.83204	-1.541785	0.710316	-2.060237	0.234998	0.068795	1.411519	1.091002	2.124384	0.822234	1.446709	-1.362461	0.800324	0.525482	0.654591	0.876248	0.877641	-2.71638	0.436489	1.048248	-1.490922	-0.729836	-0.868942	-1.046366	2.680647	2.776049	-1.753691	-2.715484	0.815331	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-0.999564	1.821187	-0.753387	1.038262	1.476919	-0.956517	-0.388738	1.481359	-0.774337	1.305557	-1.032512	-0.709103	0.372527	-0.479735	-0.665228	-0.911667	0.936769	0.356094	-1.803908	-3.622437	-1.521934	0.019451	-0.417464	-0.429384	-0.708602	-1.359135	3.193406	1.820055	-0.747011	-3.112715	0.621086	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1.83661	1.627202	-0.68811	-1.321202	-0.290301	-0.836728	-0.515464	0.392887	2.016925	1.141452	3.003574	-1.941791	-0.943397	-0.685022	-1.206512	-0.766217	-0.402622	-0.786111	0.79201	-2.524978	0.317741	1.237259	-0.173243	0.665737	-1.530002	-1.097317	2.665614	3.503576	-3.075845	-3.268668	0.876211	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.655158	1.495443	-0.094078	0.985856	0.334515	-0.333901	-0.317357	-0.502151	-1.076479	-0.384932	1.551526	0.206027	0.923866	-0.792463	-1.039078	-1.087615	1.676889	1.431181	-1.152997	-3.43468	-1.732656	2.555043	-2.020213	-1.04639	-0.984813	0.446153	1.884789	-0.58057	-2.50104	-2.15047	2.44413	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
-2.05561	1.267329	0.041873	-0.392917	1.848866	-1.175329	0.207239	-0.824941	-0.658319	-2.006412	3.148254	-0.830826	1.116593	0.429672	-1.319726	-0.499597	-0.040091	1.173101	-0.102637	-0.169697	0.019528	0.119424	-1.083204	1.439024	-3.100852	-0.914724	2.109636	1.821931	-2.4634	-1.120324	1.580621	0	{"batch_id": "datagen_001", "source_type": "synthetic", "source_id": "synthetic:TreePrior", "domain": "iot", "task_type": "multiclass", "license": "Apache-2.0", "citation_key": "hollmann2023tabpfn", "generator": "TreePrior", "n_samples": 1000, "n_features": 31, "dataset_idx": 3, "seed": 1041436474, "missingness_rate": 0.011541779337114576, "utility_auc": 0.9836996006159691}	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null

End of preview. Expand in Data Studio

Tabula Pretraining Corpus

A continuously growing tabular pretraining corpus for the Tabula foundation model (tabPFN-style in-context learning). Built by an autonomous agent that alternates between harvesting permissively-licensed real datasets and generating high-quality synthetic ones.

Usage

from datasets import load_dataset

# Load a specific batch config
ds = load_dataset("avewright/tabula-pretraining-corpus", name="datagen_001")

# Load all configs
from huggingface_hub import HfApi
api = HfApi()
# List available configs by checking repo folders

Each config represents a batch with its own column schema (different domains have different feature names). Load configs individually rather than all at once.

Stats (auto-updated)

Metric	Value
Total rows	7,014,523
Real-data batches	14
Synthetic batches	94
Last updated	2026-03-13 18:17 UTC

Schema

Every row has feature columns plus _source_meta (JSON string):

batch_id, source_type, source_id, domain, task_type, license, citation_key

Sources & Citations

batch_id	source_type	method	source_id	n_datasets	total_rows	status
datagen_001	synthetic	TreePrior	synthetic:TreePrior	4	3500	success
datagen_002	synthetic	TreePrior	synthetic:TreePrior	6	17000	success
datagen_003	synthetic	SCM	synthetic:SCM	14	47000	success
datagen_004	synthetic	TreePrior	synthetic:TreePrior	5	17000	success
datagen_005	synthetic	SCM	synthetic:SCM	11	33000	success
datagen_006	synthetic	TreePrior	synthetic:TreePrior	7	15500	success
datagen_007	synthetic	SCM	synthetic:SCM	12	62500	success
datagen_008	synthetic	TreePrior	synthetic:TreePrior	5	17500	success
datagen_009	synthetic	TreePrior	synthetic:TreePrior	5	8500	success
datagen_010	synthetic	TreePrior	synthetic:TreePrior	8	15500	success
datagen_011	synthetic	SCM	synthetic:SCM	13	56500	success
datagen_012	synthetic	GaussianMixture	synthetic:GaussianMixture	10	33500	success
datagen_013	synthetic	Polynomial	synthetic:Polynomial	14	39000	success
datagen_014	synthetic	Regression	synthetic:Regression	13	61500	success
datagen_078	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	5	6500	success
datagen_079	synthetic	MixedType_SCM	synthetic:MixedType_SCM	12	55000	success
datagen_080	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	11	47000	success
datagen_081	synthetic	TreePrior	synthetic:TreePrior	6	23500	success
datagen_082	synthetic	SCM	synthetic:SCM	15	46000	success
datagen_083	synthetic	GaussianMixture	synthetic:GaussianMixture	10	41000	success
datagen_084	synthetic	Polynomial	synthetic:Polynomial	15	95500	success
datagen_085	synthetic	Regression	synthetic:Regression	15	57500	success
datagen_086	synthetic	TimeSeries	synthetic:TimeSeries	12	19500	success
datagen_087	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	4	4000	success
datagen_088	synthetic	MixedType_SCM	synthetic:MixedType_SCM	13	46500	success
datagen_089	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	12	38000	success
datagen_090	synthetic	TreePrior	synthetic:TreePrior	4	31000	success
datagen_091	synthetic	SCM	synthetic:SCM	15	63000	success
datagen_092	synthetic	GaussianMixture	synthetic:GaussianMixture	8	34000	success
datagen_093	synthetic	Polynomial	synthetic:Polynomial	10	23000	success
datagen_094	synthetic	Regression	synthetic:Regression	14	74000	success
datagen_095	synthetic	TimeSeries	synthetic:TimeSeries	14	19500	success
datagen_096	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	8	25000	success
datagen_097	synthetic	MixedType_SCM	synthetic:MixedType_SCM	14	43500	success
datagen_098	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	12	43000	success
datagen_099	synthetic	TreePrior	synthetic:TreePrior	6	14500	success
datagen_100	synthetic	SCM	synthetic:SCM	12	62500	success
datagen_101	synthetic	GaussianMixture	synthetic:GaussianMixture	13	65500	success
datagen_102	synthetic	Polynomial	synthetic:Polynomial	13	53000	success
datagen_103	synthetic	Regression	synthetic:Regression	15	56500	success
datagen_104	synthetic	TimeSeries	synthetic:TimeSeries	11	16500	success
datagen_105	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	3	7500	success
datagen_106	synthetic	MixedType_SCM	synthetic:MixedType_SCM	14	71000	success
datagen_107	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	9	34000	success
datagen_108	synthetic	TreePrior	synthetic:TreePrior	4	12500	success
datagen_109	synthetic	SCM	synthetic:SCM	11	37000	success
datagen_110	synthetic	GaussianMixture	synthetic:GaussianMixture	11	56500	success
datagen_111	real	real-ingest	pmlb:522_pm10	pmlb:spambase	pmlb:573_cpu_act	pmlb:
datagen_112	synthetic	Polynomial	synthetic:Polynomial	14	114000	success
datagen_113	synthetic	Regression	synthetic:Regression	13	170500	success
datagen_114	real	real-ingest	pmlb:_deprecated_solar_flare_1	pmlb:_deprecated_pr	3	996
datagen_115	synthetic	TimeSeries	synthetic:TimeSeries	14	22500	success
datagen_116	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	3	4500	success
datagen_117	real	real-ingest	pmlb:biomed	pmlb:_deprecated_prnn_fglass	pmlb:spec	4
datagen_118	synthetic	TimeSeries	synthetic:TimeSeries	12	14500	success
datagen_119	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	1	500	success
datagen_120	real	real-ingest	pmlb:balance_scale	pmlb:583_fri_c1_1000_50	pmlb:so	5
datagen_121	synthetic	MixedType_SCM	synthetic:MixedType_SCM	14	198000	success
datagen_122	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	12	61500	success
datagen_123	synthetic	TreePrior	synthetic:TreePrior	7	64500	success
datagen_124	real	real-ingest	pmlb:GAMETES_Epistasis_3_Way_20atts_0.2H_EDM_1_1	p	4	21160
datagen_125	synthetic	SCM	synthetic:SCM	14	90500	success
datagen_126	synthetic	GaussianMixture	synthetic:GaussianMixture	13	127000	success
datagen_127	synthetic	Polynomial	synthetic:Polynomial	11	70000	success
datagen_129	real	real-ingest	hf:BrotherTony/employee-burnout-turnover-predictio	2	54180	success
datagen_130	synthetic	Regression	synthetic:Regression	14	162500	success
datagen_131	synthetic	TimeSeries	synthetic:TimeSeries	12	19500	success
datagen_132	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	8	19000	success
datagen_133	real	real-ingest	pmlb:628_fri_c3_1000_5	pmlb:560_bodyfat	pmlb:appen	3
datagen_134	synthetic	MixedType_SCM	synthetic:MixedType_SCM	10	116500	success
datagen_135	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	13	183500	success
datagen_136	synthetic	TreePrior	synthetic:TreePrior	4	111000	success
datagen_137	real	real-ingest	pmlb:_deprecated_cleveland	pmlb:GAMETES_Heterogene	5	3128
datagen_138	synthetic	SCM	synthetic:SCM	12	85000	success
datagen_139	synthetic	GaussianMixture	synthetic:GaussianMixture	14	131000	success
datagen_140	synthetic	Polynomial	synthetic:Polynomial	12	152500	success
datagen_143	synthetic	Regression	synthetic:Regression	15	126500	success
datagen_144	synthetic	TimeSeries	synthetic:TimeSeries	11	19500	success
datagen_145	real	real-ingest	pmlb:auto_insurance_symboling	pmlb:breast_cancer	p	5
datagen_146	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	4	24000	success
datagen_147	synthetic	MixedType_SCM	synthetic:MixedType_SCM	10	140000	success
datagen_148	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	10	168000	success
datagen_149	real	real-ingest	pmlb:strogatz_predprey2	pmlb:vehicle	pmlb:_depreca	3
datagen_150	synthetic	TreePrior	synthetic:TreePrior	6	20500	success
datagen_151	synthetic	SCM	synthetic:SCM	13	195000	success
datagen_152	synthetic	GaussianMixture	synthetic:GaussianMixture	9	131000	success
datagen_154	synthetic	Polynomial	synthetic:Polynomial	10	69000	success
datagen_156	synthetic	Regression	synthetic:Regression	15	96500	success
datagen_158	synthetic	TimeSeries	synthetic:TimeSeries	14	19500	success
datagen_159	real	real-ingest	openml:14	openml:44	2	6601
datagen_160	synthetic	MixedType_TreePrior	synthetic:MixedType_TreePrior	6	116500	success
datagen_163	synthetic	MixedType_SCM	synthetic:MixedType_SCM	15	190000	success
datagen_164	synthetic	MixedType_GaussianMixture	synthetic:MixedType_GaussianMixture	9	82500	success
datagen_165	real	real-ingest	pmlb:_deprecated_wdbc	pmlb:631_fri_c1_500_5	pmlb:3	5
datagen_166	synthetic	TreePrior	synthetic:TreePrior	7	43000	success
datagen_167	synthetic	SCM	synthetic:SCM	11	91500	success
datagen_168	synthetic	GaussianMixture	synthetic:GaussianMixture	13	223500	success
datagen_169	real	real-ingest	pmlb:heart_disease_cleveland	pmlb:1193_BNG_lowbwt		3
datagen_170	synthetic	Polynomial	synthetic:Polynomial	15	206500	success
datagen_172	synthetic	TreePrior	synthetic:TreePrior	9	245000	success
datagen_173	synthetic	SCM	synthetic:SCM	13	277000	success
datagen_174	real	real-ingest	openml:48	openml:9	openml:29	3

Key Citations

@inproceedings{hollmann2023tabpfn,
  title     = {TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second},
  author    = {Hollmann, Noah and M{\"u}ller, Samuel and Eggensperger, Katharina and Hutter, Frank},
  booktitle = {ICLR},
  year      = {2023}
}
@article{vanschoren2014openml,
  title   = {OpenML: Networked Science in Machine Learning},
  author  = {Vanschoren, Joaquin and van Rijn, Jan N. and Bischl, Bernd and Torgo, Luis},
  journal = {ACM SIGKDD Explorations},
  year    = {2014}
}
@article{Olson2017PMLB,
  title   = {PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison},
  author  = {Olson, Randal S. and La Cava, William and Orzechowski, Patryk and Urbanowicz, Ryan J. and Moore, Jason H.},
  journal = {BioData Mining},
  volume  = {10},
  number  = {36},
  year    = {2017}
}
@article{scholkopf2021causal,
  title   = {Toward Causal Representation Learning},
  author  = {Sch{\"o}lkopf, Bernhard and others},
  journal = {Proceedings of the IEEE},
  year    = {2021}
}

License

Individual rows carry their own license field inside _source_meta. Synthetic rows are Apache 2.0. Real rows carry the original source license.

Downloads last month: 122

Size of downloaded dataset files:

2.66 GB

Size of the auto-converted Parquet files:

2.66 GB

Number of rows:

6,725,025