Description
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This is a synthetic dataset generated for the space project.
The dataset was generated using the following configuration:
{"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["EP_UNEMP", "EP_AGE65", "EP_AGE17", "EP_DISABL", "EP_SNGPNT", "EP_LIMENG", "EP_MINRTY", "EP_MUNIT", "EP_NOVEH", "EP_NOINT", "RPL_THEME3"], "outcome": "EP_POV150", "treament": "???", "index_col": "0", "treatment_max_bins": "100", "scaling": {"outcome": "null", "treatment": "null", "covariates": "null"}, "transforms": {"outcome": "null", "treatment": "qbinary(0.5)", "covariates": "null"}, "fill_missing_covariate_values": "true", "bsplines": "false", "bsplines_degree": "3", "bsplines_df": "5", "binary_treatment_iteractions": "true", "seed": "42", "autogluon": {"fit": {"presets": "good_quality", "time_limit": "900"}, "leave_out_fit": {"presets": "good_quality", "time_limit": "900"}, "feat_importance": {"time_limit": "900"}}, "spatial_tuning": {"init_frac": "0.03", "levels": "1", "buffer": "1"}, "treatment_quantile_valid_range": ["0.025", "0.975"], "outcome_quantile_valid_range": ["0.01", "0.99"], "ensemble_models": ["FASTAI", "CAT", "NN_TORCH", "XGB"], "collection": "cdc_atsdr_svi_tx", "treatment": "EP_NOHSDP"}, "num_plot_samples": "50", "debug_subsample": "null"}
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