| { | |
| "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" | |
| } | |
| } |