uid int64 2 364k | orig_metric stringclasses 30
values | sklearn_metric stringclasses 9
values | dataset_name stringlengths 2 124 | dataset_description stringlengths 3 13k ⌀ | dataset_features stringlengths 41 3.57M | task_description stringlengths 627 762 | task_name stringlengths 2 124 | attribute_names listlengths 0 100k | categorical_indicator listlengths 0 100k | __index_level_0__ int64 0 3.8k |
|---|---|---|---|---|---|---|---|---|---|---|
2,313 | mean_absolute_error | mean_absolute_error | puma8NH | **Author**:
**Source**: Unknown -
**Please cite**:
This is a family of datasets synthetically generated from a realistic
simulation of the dynamics of a Unimation Puma 560 robot arm. There
are eight datastets in this family . In this repository we only have
two of them. They are all variations on the same ... | {0: [0 - theta1 (numeric)],
1: [1 - theta2 (numeric)],
2: [2 - theta3 (numeric)],
3: [3 - thetad1 (numeric)],
4: [4 - thetad2 (numeric)],
5: [5 - thetad3 (numeric)],
6: [6 - tau1 (numeric)],
7: [7 - tau2 (numeric)],
8: [8 - thetadd3 (numeric)]} | {'MajorityClassSize': nan,
'MaxNominalAttDistinctValues': nan,
'MinorityClassSize': nan,
'NumberOfClasses': 0.0,
'NumberOfFeatures': 9.0,
'NumberOfInstances': 8192.0,
'NumberOfInstancesWithMissingValues': 0.0,
'NumberOfMissingValues': 0.0,
'NumberOfNumericFeatures': 9.0,
'NumberOfSymbolicFeatures': 0.0,
'cost... | puma8NH | [
"theta1",
"theta2",
"theta3",
"thetad1",
"thetad2",
"thetad3",
"tau1",
"tau2"
] | [
false,
false,
false,
false,
false,
false,
false,
false
] | 0 |
4,746 | mean_absolute_error | mean_absolute_error | tr45.wc | null | "{0: [0 - sunni (numeric)],\n 1: [1 - interbank (numeric)],\n 2: [2 - rig (numeric)],\n 3: [3 - dlou(...TRUNCATED) | "{'MajorityClassSize': 160.0,\n 'MaxNominalAttDistinctValues': 10.0,\n 'MinorityClassSize': 14.0,\n (...TRUNCATED) | tr45.wc | ["sunni","interbank","rig","dlouhi","bratislava","librari","number","contamin","mold","norm","mobil"(...TRUNCATED) | [false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,fal(...TRUNCATED) | 1 |
4,733 | mean_absolute_error | mean_absolute_error | pbc | "**Author**: \n**Source**: Unknown - \n**Please cite**: \n\n!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!(...TRUNCATED) | "{0: [0 - D (nominal)],\n 1: [1 - Z1 (nominal)],\n 2: [2 - Z2 (numeric)],\n 3: [3 - Z3 (nominal)],\n(...TRUNCATED) | "{'MajorityClassSize': nan,\n 'MaxNominalAttDistinctValues': 4.0,\n 'MinorityClassSize': nan,\n 'Num(...TRUNCATED) | pbc | [
"D",
"Z1",
"Z2",
"Z3",
"Z4",
"Z5",
"Z6",
"Z7",
"Z8",
"Z9",
"Z10",
"Z11",
"Z12",
"Z13",
"Z14",
"Z15",
"Z16",
"Z17"
] | [true,true,false,true,true,true,true,true,false,false,false,false,false,false,false,false,false,true(...TRUNCATED) | 2 |
2,312 | mean_absolute_error | mean_absolute_error | breastTumor | "**Author**: \n**Source**: Unknown - \n**Please cite**: \n\n!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!(...TRUNCATED) | "{0: [0 - age (numeric)],\n 1: [1 - menopause (nominal)],\n 2: [2 - inv-nodes (nominal)],\n 3: [3 - (...TRUNCATED) | "{'MajorityClassSize': nan,\n 'MaxNominalAttDistinctValues': 18.0,\n 'MinorityClassSize': nan,\n 'Nu(...TRUNCATED) | breastTumor | ["age","menopause","inv-nodes","node-caps","deg-malig","breast","breast-quad","irradiation","recurre(...TRUNCATED) | [
false,
true,
true,
true,
true,
true,
true,
true,
true
] | 3 |
4,754 | mean_absolute_error | mean_absolute_error | la2s.wc | null | "{0: [0 - aa (numeric)],\n 1: [1 - aaa (numeric)],\n 2: [2 - aaron (numeric)],\n 3: [3 - aase (numer(...TRUNCATED) | "{'MajorityClassSize': 905.0,\n 'MaxNominalAttDistinctValues': 6.0,\n 'MinorityClassSize': 248.0,\n (...TRUNCATED) | la2s.wc | ["aa","aaa","aaron","aase","ab","abandon","abat","abbe","abc","abdi","abdomen","abdomin","abduct","a(...TRUNCATED) | [false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,fal(...TRUNCATED) | 4 |
2,320 | mean_absolute_error | mean_absolute_error | fishcatch | "**Author**: \n**Source**: Unknown - \n**Please cite**: \n\n!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!(...TRUNCATED) | "{0: [0 - Species (nominal)],\n 1: [1 - Length1 (numeric)],\n 2: [2 - Length2 (numeric)],\n 3: [3 - (...TRUNCATED) | "{'MajorityClassSize': nan,\n 'MaxNominalAttDistinctValues': 7.0,\n 'MinorityClassSize': nan,\n 'Num(...TRUNCATED) | fishcatch | [
"Species",
"Length1",
"Length2",
"Length3",
"Height",
"Width",
"Sex"
] | [
true,
false,
false,
false,
false,
false,
true
] | 5 |
4,798 | mean_absolute_error | mean_absolute_error | pah | "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nThis is one of 41 drug(...TRUNCATED) | "{0: [0 - oz1 (numeric)],\n 1: [1 - oz2 (numeric)],\n 2: [2 - oz3 (numeric)],\n 3: [3 - oz4 (numeric(...TRUNCATED) | "{'MajorityClassSize': nan,\n 'MaxNominalAttDistinctValues': nan,\n 'MinorityClassSize': nan,\n 'Num(...TRUNCATED) | pah | ["oz1","oz2","oz3","oz4","oz5","oz6","oz7","oz8","oz9","oz10","oz11","oz12","oz13","oz14","oz15","oz(...TRUNCATED) | [false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,fal(...TRUNCATED) | 7 |
4,780 | mean_absolute_error | mean_absolute_error | qsbr_y2 | "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nThis is one of 41 drug(...TRUNCATED) | "{0: [0 - oz1 (numeric)],\n 1: [1 - oz2 (numeric)],\n 2: [2 - oz3 (numeric)],\n 3: [3 - oz4 (numeric(...TRUNCATED) | "{'MajorityClassSize': nan,\n 'MaxNominalAttDistinctValues': nan,\n 'MinorityClassSize': nan,\n 'Num(...TRUNCATED) | qsbr_y2 | [
"oz1",
"oz2",
"oz3",
"oz4",
"oz5",
"oz6",
"oz7",
"oz8",
"oz9"
] | [
false,
false,
false,
false,
false,
false,
false,
false,
false
] | 8 |
2,293 | mean_absolute_error | mean_absolute_error | autoHorse | "**Author**: \n**Source**: Unknown - \n**Please cite**: \n\n!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!(...TRUNCATED) | "{0: [0 - symboling (numeric)],\n 1: [1 - normalized-losses (numeric)],\n 2: [2 - make (nominal)],\n(...TRUNCATED) | "{'MajorityClassSize': nan,\n 'MaxNominalAttDistinctValues': 22.0,\n 'MinorityClassSize': nan,\n 'Nu(...TRUNCATED) | autoHorse | ["symboling","normalized-losses","make","fuel-type","aspiration","num-of-doors","body-style","drive-(...TRUNCATED) | [false,false,true,true,true,false,true,true,true,false,false,false,false,false,true,false,false,true(...TRUNCATED) | 9 |
3,007 | predictive_accuracy | accuracy_score | satellite_image | "**Author**: \n**Source**: Unknown - 1993 \n**Please cite**: \n\nSource:\nAshwin Srinivasan\nDe(...TRUNCATED) | "{0: [0 - attr1 (numeric)],\n 1: [1 - attr2 (numeric)],\n 2: [2 - attr3 (numeric)],\n 3: [3 - attr4 (...TRUNCATED) | "{'MajorityClassSize': nan,\n 'MaxNominalAttDistinctValues': nan,\n 'MinorityClassSize': nan,\n 'Num(...TRUNCATED) | satellite_image | ["attr1","attr2","attr3","attr4","attr5","attr6","attr7","attr8","attr9","attr10","attr11","attr12",(...TRUNCATED) | [false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,fal(...TRUNCATED) | 10 |
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