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{
"name": "ASP-POTASSCO-classification",
"n_num_features": 140,
"n_cat_features": 1,
"train_size": 828,
"val_size": 207,
"test_size": 259,
"source": "https://www.openml.org/search?type=data&status=active&id=41705&sort=runs",
"task_intro": "Author: Marius Lindauer\nDate: 27.02.2014\n\nThese data set was generated for a publication about claspfolio 2.0,\ni.e., an algorithm selector for ASP.\nThe algorithm portfolio of clasp (2.1.4) configuration is generated by the hydra method (see http://www.cs.ubc.ca/labs/beta/Projects/Hydra/)\nin combination with SMAC.\nTo generate the features, I used claspre, a light-weight version of the ASP solver clasp,\nwith static and dynamic features (4 restarts each after 32 conflicts).",
"task_type": "multiclass",
"openml_id": 41705,
"imbalance_ratio": 12.285714285714286,
"n_classes": 11,
"num_feature_intro": {
"repetition": "repetition",
"Frac_Neg_Body": "Frac_Neg_Body",
"Frac_Pos_Body": "Frac_Pos_Body",
"Frac_Unary_Rules": "Frac_Unary_Rules",
"Frac_Binary_Rules": "Frac_Binary_Rules",
"Frac_Ternary_Rules": "Frac_Ternary_Rules",
"Frac_Integrity_Rules": "Frac_Integrity_Rules",
"Tight": "Tight",
"Problem_Variables": "Problem_Variables",
"Free_Problem_Variables": "Free_Problem_Variables",
"Assigned_Problem_Variables": "Assigned_Problem_Variables",
"Constraints": "Constraints",
"Constraints.Vars": "Constraints.Vars",
"Created_Bodies": "Created_Bodies",
"Program_Atoms": "Program_Atoms",
"SCCS": "SCCS",
"Nodes_in_Positive_BADG": "Nodes_in_Positive_BADG",
"Rules": "Rules",
"Normal_Rules": "Normal_Rules",
"Cardinality_Rules": "Cardinality_Rules",
"Choice_Rules": "Choice_Rules",
"Weight_Rules": "Weight_Rules",
"Frac_Normal_Rules": "Frac_Normal_Rules",
"Frac_Cardinality_Rules": "Frac_Cardinality_Rules",
"Frac_Choice_Rules": "Frac_Choice_Rules",
"Frac_Weight_Rules": "Frac_Weight_Rules",
"Equivalences": "Equivalences",
"Atom.Atom_Equivalences": "Atom.Atom_Equivalences",
"Body.Body_Equivalences": "Body.Body_Equivalences",
"Other_Equivalences": "Other_Equivalences",
"Frac_Atom.Atom_Equivalences": "Frac_Atom.Atom_Equivalences",
"Frac_Body.Body_Equivalences": "Frac_Body.Body_Equivalences",
"Frac_Other_Equivalences": "Frac_Other_Equivalences",
"Binary_Constraints": "Binary_Constraints",
"Ternary_Constraints": "Ternary_Constraints",
"Other_Constraints": "Other_Constraints",
"Frac_Binary_Constraints": "Frac_Binary_Constraints",
"Frac_Ternary_Constraints": "Frac_Ternary_Constraints",
"Frac_Other_Constraints": "Frac_Other_Constraints",
"Choices.1": "Choices.1",
"Conflicts.Choices.1": "Conflicts.Choices.1",
"Avg_Conflict_Levels.1": "Avg_Conflict_Levels.1",
"Avg_LBD_Levels.1": "Avg_LBD_Levels.1",
"Learnt_from_Conflict.1": "Learnt_from_Conflict.1",
"Learnt_from_Loop.1": "Learnt_from_Loop.1",
"Frac_Learnt_from_Conflict.1": "Frac_Learnt_from_Conflict.1",
"Frac_Learnt_from_Loop.1": "Frac_Learnt_from_Loop.1",
"Literals_in_Conflict_Nogoods.1": "Literals_in_Conflict_Nogoods.1",
"Literals_in_Loop_Nogoods.1": "Literals_in_Loop_Nogoods.1",
"Frac_Literals_in_Conflict_Nogoods.1": "Frac_Literals_in_Conflict_Nogoods.1",
"Frac_Literals_in_Loop_Nogoods.1": "Frac_Literals_in_Loop_Nogoods.1",
"Removed_Nogoods.1": "Removed_Nogoods.1",
"Learnt_Binary.1": "Learnt_Binary.1",
"Learnt_Ternary.1": "Learnt_Ternary.1",
"Learnt_Others.1": "Learnt_Others.1",
"Frac_Removed_Nogood.1": "Frac_Removed_Nogood.1",
"Frac_Learnt_Binary.1": "Frac_Learnt_Binary.1",
"Frac_Learnt_Ternary.1": "Frac_Learnt_Ternary.1",
"Frac_Learnt_Others.1": "Frac_Learnt_Others.1",
"Skipped_Levels_while_Backjumping.1": "Skipped_Levels_while_Backjumping.1",
"Avg_Skipped_Levels_while_Backjumping.1": "Avg_Skipped_Levels_while_Backjumping.1",
"Longest_Backjumping.1": "Longest_Backjumping.1",
"Running_Avg_Conflictlevel.1": "Running_Avg_Conflictlevel.1",
"Running_Avg_LBD.1": "Running_Avg_LBD.1",
"Choices.2": "Choices.2",
"Conflicts.Choices.2": "Conflicts.Choices.2",
"Avg_Conflict_Levels.2": "Avg_Conflict_Levels.2",
"Avg_LBD_Levels.2": "Avg_LBD_Levels.2",
"Learnt_from_Conflict.2": "Learnt_from_Conflict.2",
"Learnt_from_Loop.2": "Learnt_from_Loop.2",
"Frac_Learnt_from_Conflict.2": "Frac_Learnt_from_Conflict.2",
"Frac_Learnt_from_Loop.2": "Frac_Learnt_from_Loop.2",
"Literals_in_Conflict_Nogoods.2": "Literals_in_Conflict_Nogoods.2",
"Literals_in_Loop_Nogoods.2": "Literals_in_Loop_Nogoods.2",
"Frac_Literals_in_Conflict_Nogoods.2": "Frac_Literals_in_Conflict_Nogoods.2",
"Frac_Literals_in_Loop_Nogoods.2": "Frac_Literals_in_Loop_Nogoods.2",
"Removed_Nogoods.2": "Removed_Nogoods.2",
"Learnt_Binary.2": "Learnt_Binary.2",
"Learnt_Ternary.2": "Learnt_Ternary.2",
"Learnt_Others.2": "Learnt_Others.2",
"Frac_Removed_Nogood.2": "Frac_Removed_Nogood.2",
"Frac_Learnt_Binary.2": "Frac_Learnt_Binary.2",
"Frac_Learnt_Ternary.2": "Frac_Learnt_Ternary.2",
"Frac_Learnt_Others.2": "Frac_Learnt_Others.2",
"Skipped_Levels_while_Backjumping.2": "Skipped_Levels_while_Backjumping.2",
"Avg_Skipped_Levels_while_Backjumping.2": "Avg_Skipped_Levels_while_Backjumping.2",
"Longest_Backjumping.2": "Longest_Backjumping.2",
"Running_Avg_Conflictlevel.2": "Running_Avg_Conflictlevel.2",
"Running_Avg_LBD.2": "Running_Avg_LBD.2",
"Choices.3": "Choices.3",
"Conflicts.Choices.3": "Conflicts.Choices.3",
"Avg_Conflict_Levels.3": "Avg_Conflict_Levels.3",
"Avg_LBD_Levels.3": "Avg_LBD_Levels.3",
"Learnt_from_Conflict.3": "Learnt_from_Conflict.3",
"Learnt_from_Loop.3": "Learnt_from_Loop.3",
"Frac_Learnt_from_Conflict.3": "Frac_Learnt_from_Conflict.3",
"Frac_Learnt_from_Loop.3": "Frac_Learnt_from_Loop.3",
"Literals_in_Conflict_Nogoods.3": "Literals_in_Conflict_Nogoods.3",
"Literals_in_Loop_Nogoods.3": "Literals_in_Loop_Nogoods.3",
"Frac_Literals_in_Conflict_Nogoods.3": "Frac_Literals_in_Conflict_Nogoods.3",
"Frac_Literals_in_Loop_Nogoods.3": "Frac_Literals_in_Loop_Nogoods.3",
"Removed_Nogoods.3": "Removed_Nogoods.3",
"Learnt_Binary.3": "Learnt_Binary.3",
"Learnt_Ternary.3": "Learnt_Ternary.3",
"Learnt_Others.3": "Learnt_Others.3",
"Frac_Removed_Nogood.3": "Frac_Removed_Nogood.3",
"Frac_Learnt_Binary.3": "Frac_Learnt_Binary.3",
"Frac_Learnt_Ternary.3": "Frac_Learnt_Ternary.3",
"Frac_Learnt_Others.3": "Frac_Learnt_Others.3",
"Skipped_Levels_while_Backjumping.3": "Skipped_Levels_while_Backjumping.3",
"Avg_Skipped_Levels_while_Backjumping.3": "Avg_Skipped_Levels_while_Backjumping.3",
"Longest_Backjumping.3": "Longest_Backjumping.3",
"Running_Avg_Conflictlevel.3": "Running_Avg_Conflictlevel.3",
"Running_Avg_LBD.3": "Running_Avg_LBD.3",
"Choices.4": "Choices.4",
"Conflicts.Choices.4": "Conflicts.Choices.4",
"Avg_Conflict_Levels.4": "Avg_Conflict_Levels.4",
"Avg_LBD_Levels.4": "Avg_LBD_Levels.4",
"Learnt_from_Conflict.4": "Learnt_from_Conflict.4",
"Learnt_from_Loop.4": "Learnt_from_Loop.4",
"Frac_Learnt_from_Conflict.4": "Frac_Learnt_from_Conflict.4",
"Frac_Learnt_from_Loop.4": "Frac_Learnt_from_Loop.4",
"Literals_in_Conflict_Nogoods.4": "Literals_in_Conflict_Nogoods.4",
"Literals_in_Loop_Nogoods.4": "Literals_in_Loop_Nogoods.4",
"Frac_Literals_in_Conflict_Nogoods.4": "Frac_Literals_in_Conflict_Nogoods.4",
"Frac_Literals_in_Loop_Nogoods.4": "Frac_Literals_in_Loop_Nogoods.4",
"Removed_Nogoods.4": "Removed_Nogoods.4",
"Learnt_Binary.4": "Learnt_Binary.4",
"Learnt_Ternary.4": "Learnt_Ternary.4",
"Learnt_Others.4": "Learnt_Others.4",
"Frac_Removed_Nogood.4": "Frac_Removed_Nogood.4",
"Frac_Learnt_Binary.4": "Frac_Learnt_Binary.4",
"Frac_Learnt_Ternary.4": "Frac_Learnt_Ternary.4",
"Frac_Learnt_Others.4": "Frac_Learnt_Others.4",
"Skipped_Levels_while_Backjumping.4": "Skipped_Levels_while_Backjumping.4",
"Avg_Skipped_Levels_while_Backjumping.4": "Avg_Skipped_Levels_while_Backjumping.4",
"Longest_Backjumping.4": "Longest_Backjumping.4",
"Running_Avg_Conflictlevel.4": "Running_Avg_Conflictlevel.4",
"Running_Avg_LBD.4": "Running_Avg_LBD.4",
"runtime": "runtime"
},
"cat_feature_intro": {
"runstatus": "runstatus"
}
} |