ASI-Bench-seed31415 / tasks /math.sparse_nonlinear_interaction_recovery__seed31415 /instance_meta.json
| { | |
| "params_used": { | |
| "task_id": "sparse_nonlinear_interaction_recovery_001", | |
| "seed": 0 | |
| }, | |
| "input_files": [ | |
| "design_matrix.npy", | |
| "observations.npy", | |
| "nuisance_covariates.npy", | |
| "environment_id.npy", | |
| "group_structure.json" | |
| ], | |
| "reference_files": [ | |
| "beta_hat.csv", | |
| "hyperparams.json", | |
| "diagnostic_trace.csv", | |
| "lambda_cv_trace.csv", | |
| "beta_hat.npy", | |
| "support_indicator.npy", | |
| "support_score.npy", | |
| "interaction_score.npy", | |
| "interaction_weight.npy", | |
| "hyperparam_vector.npy", | |
| "objective_trace.npy", | |
| "objective_increments.npy", | |
| "rmse_score.npy", | |
| "moment_vector.npy", | |
| "objective_decrease_count.npy" | |
| ], | |
| "generation_time_seconds": 0.32, | |
| "reference_summary": { | |
| "model_family": "sparse nonlinear additive model with sparse pairwise interactions", | |
| "active_feature_count_hidden": 10, | |
| "active_pair_count_hidden": 5, | |
| "target_train_rmse": 0.5827050805091858, | |
| "observed_outlier_fraction": 0.11923076957464218 | |
| } | |
| } |