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superconduct

active ARFF CC BY 4.0 Visibility: public Uploaded 05-07-2022 by Leo Grin
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Dataset used in the tabular data benchmark https://github.com/LeoGrin/tabular-benchmark, transformed in the same way. This dataset belongs to the "regression on numerical features" benchmark. Original description: Dataset Description The data contains information on 21263 superconductors. The first 81 columns contain extracted features and the 82nd column contains the critical temperature which is used as the target variable. The original data from which the features were extracted comes from http://supercon.nims.go.jp/index_en.html, which is public. Related studies https://www.frontiersin.org/articles/10.3389/fmats.2021.714752/full Source [UCI](https://archive.ics.uci.edu/ml/datasets/superconductivty+data) (2018) Citation Please cite [UCI](https://archive.ics.uci.edu/ml/citation_policy.html)

80 features

criticaltemp (target)	numeric	3007 unique values 0 missing
mean_atomic_mass	numeric	3365 unique values 0 missing
wtd_mean_atomic_mass	numeric	15164 unique values 0 missing
gmean_atomic_mass	numeric	3365 unique values 0 missing
wtd_gmean_atomic_mass	numeric	15165 unique values 0 missing
entropy_atomic_mass	numeric	3314 unique values 0 missing
wtd_entropy_atomic_mass	numeric	15113 unique values 0 missing
range_atomic_mass	numeric	1042 unique values 0 missing
wtd_range_atomic_mass	numeric	12641 unique values 0 missing
std_atomic_mass	numeric	3313 unique values 0 missing
wtd_std_atomic_mass	numeric	15031 unique values 0 missing
mean_fie	numeric	2997 unique values 0 missing
wtd_mean_fie	numeric	14940 unique values 0 missing
gmean_fie	numeric	3286 unique values 0 missing
wtd_gmean_fie	numeric	15089 unique values 0 missing
entropy_fie	numeric	3238 unique values 0 missing
wtd_entropy_fie	numeric	15058 unique values 0 missing
range_fie	numeric	854 unique values 0 missing
wtd_range_fie	numeric	12266 unique values 0 missing
std_fie	numeric	3185 unique values 0 missing
wtd_std_fie	numeric	14922 unique values 0 missing
mean_atomic_radius	numeric	942 unique values 0 missing
wtd_mean_atomic_radius	numeric	12423 unique values 0 missing
gmean_atomic_radius	numeric	3148 unique values 0 missing
wtd_gmean_atomic_radius	numeric	14969 unique values 0 missing
entropy_atomic_radius	numeric	3111 unique values 0 missing
wtd_entropy_atomic_radius	numeric	14948 unique values 0 missing
range_atomic_radius	numeric	195 unique values 0 missing
wtd_range_atomic_radius	numeric	11407 unique values 0 missing
std_atomic_radius	numeric	2529 unique values 0 missing
wtd_std_atomic_radius	numeric	14312 unique values 0 missing
mean_Density	numeric	3274 unique values 0 missing
wtd_mean_Density	numeric	15010 unique values 0 missing
gmean_Density	numeric	3332 unique values 0 missing
wtd_gmean_Density	numeric	15085 unique values 0 missing
entropy_Density	numeric	3283 unique values 0 missing
wtd_entropy_Density	numeric	15087 unique values 0 missing
range_Density	numeric	890 unique values 0 missing
wtd_range_Density	numeric	9279 unique values 0 missing
std_Density	numeric	3265 unique values 0 missing
wtd_std_Density	numeric	14939 unique values 0 missing
mean_ElectronAffinity	numeric	2377 unique values 0 missing
wtd_mean_ElectronAffinity	numeric	13526 unique values 0 missing
gmean_ElectronAffinity	numeric	2678 unique values 0 missing
wtd_gmean_ElectronAffinity	numeric	13752 unique values 0 missing
entropy_ElectronAffinity	numeric	2635 unique values 0 missing
wtd_entropy_ElectronAffinity	numeric	14078 unique values 0 missing
range_ElectronAffinity	numeric	644 unique values 0 missing
wtd_range_ElectronAffinity	numeric	10937 unique values 0 missing
std_ElectronAffinity	numeric	2562 unique values 0 missing
wtd_std_ElectronAffinity	numeric	13581 unique values 0 missing
mean_FusionHeat	numeric	2660 unique values 0 missing
wtd_mean_FusionHeat	numeric	14194 unique values 0 missing
gmean_FusionHeat	numeric	3166 unique values 0 missing
wtd_gmean_FusionHeat	numeric	14767 unique values 0 missing
entropy_FusionHeat	numeric	3108 unique values 0 missing
wtd_entropy_FusionHeat	numeric	14885 unique values 0 missing
range_FusionHeat	numeric	595 unique values 0 missing
wtd_range_FusionHeat	numeric	9671 unique values 0 missing
std_FusionHeat	numeric	2920 unique values 0 missing
wtd_std_FusionHeat	numeric	14470 unique values 0 missing
mean_ThermalConductivity	numeric	1980 unique values 0 missing
wtd_mean_ThermalConductivity	numeric	13150 unique values 0 missing
gmean_ThermalConductivity	numeric	2737 unique values 0 missing
wtd_gmean_ThermalConductivity	numeric	14152 unique values 0 missing
entropy_ThermalConductivity	numeric	2711 unique values 0 missing
wtd_entropy_ThermalConductivity	numeric	14269 unique values 0 missing
range_ThermalConductivity	numeric	452 unique values 0 missing
wtd_range_ThermalConductivity	numeric	7996 unique values 0 missing
std_ThermalConductivity	numeric	2492 unique values 0 missing
wtd_std_ThermalConductivity	numeric	13797 unique values 0 missing
mean_Valence	numeric	63 unique values 0 missing
wtd_mean_Valence	numeric	5737 unique values 0 missing
gmean_Valence	numeric	243 unique values 0 missing
wtd_gmean_Valence	numeric	8102 unique values 0 missing
entropy_Valence	numeric	319 unique values 0 missing
wtd_entropy_Valence	numeric	10778 unique values 0 missing
wtd_range_Valence	numeric	5908 unique values 0 missing
std_Valence	numeric	125 unique values 0 missing
wtd_std_Valence	numeric	7082 unique values 0 missing