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master_thesis

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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'individual_id'}) and 1 missing columns ({'bias'}).

This happened while the csv dataset builder was generating data using

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'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_extreme_participants.csv']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              seed: int64
              n_participants: int64
              n_items: int64
              prevalence: string
              method: string
              model: string
              individual_id: int64
              param_name: string
              true_value: double
              predicted_value: double
              rmse: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1550
              to
              {'seed': Value('int64'), 'n_participants': Value('int64'), 'n_items': Value('int64'), 'prevalence': Value('string'), 'method': Value('string'), 'model': Value('string'), 'param_name': Value('string'), 'true_value': Value('float64'), 'predicted_value': Value('float64'), 'rmse': Value('float64'), 'bias': Value('float64')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1361, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 940, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'individual_id'}) and 1 missing columns ({'bias'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/aylinsthesis/master_thesis/metrics/ind_params_all.csv (at revision d3eba7f9b9f55771882a3bcd636eab39cc544076), ['hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/metrics/group_params_all.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/metrics/ind_params_all.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/metrics/labels_all.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/metrics/metrics_all.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/metrics/params_all.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/model_assignments/PSIS-LOO/1234/150_180_equal_strategy_assignments.csv', 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'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1278/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1279/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1280/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1281/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1282/300_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/150_360_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_180_extreme_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_equal_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_equal_participants.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_extreme_data.csv', 'hf://datasets/aylinsthesis/master_thesis@d3eba7f9b9f55771882a3bcd636eab39cc544076/simulated_data/1283/300_360_extreme_participants.csv']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

seed
int64
n_participants
int64
n_items
int64
prevalence
string
method
string
model
string
param_name
string
true_value
float64
predicted_value
float64
rmse
float64
bias
float64
1,234
150
60
equal
bf_ps
internal
b0
0
0.035345
0.035345
0.035345
1,234
150
60
equal
bf_ps
internal
bint
2.5
2.485792
0.014208
-0.014208
1,234
150
60
equal
bf_ps
external
bext
1.75
1.533196
0.216804
-0.216804
1,234
150
60
equal
bf_ps
sequential
b0
0
0.035345
0.035345
0.035345
1,234
150
60
equal
bf_ps
sequential
bint
2.5
2.485792
0.014208
-0.014208
1,234
150
60
equal
bf_ps
sequential
bext
1.75
1.533196
0.216804
-0.216804
1,234
150
60
equal
bf_ps
sequential
z
1
0.920162
0.079838
-0.079838
1,234
150
60
equal
bf_ps
integrative
b0
0
0.035345
0.035345
0.035345
1,234
150
60
equal
bf_ps
integrative
bint
2.5
2.485792
0.014208
-0.014208
1,234
150
60
equal
bf_ps
integrative
bext
1.75
1.533196
0.216804
-0.216804
1,234
150
60
equal
psis
internal
b0
0
0.085122
0.085122
0.085122
1,234
150
60
equal
psis
internal
bint
2.5
1.447291
1.052709
-1.052709
1,234
150
60
equal
psis
external
bext
1.75
1.624185
0.125815
-0.125815
1,234
150
60
equal
psis
sequential
b0
0
-0.032386
0.032386
-0.032386
1,234
150
60
equal
psis
sequential
bint
2.5
1.238387
1.261613
-1.261613
1,234
150
60
equal
psis
sequential
bext
1.75
1.837849
0.087849
0.087849
1,234
150
60
equal
psis
sequential
z
1
0.840946
0.159054
-0.159054
1,234
150
60
equal
psis
integrative
b0
0
-0.082262
0.082262
-0.082262
1,234
150
60
equal
psis
integrative
bint
2.5
1.562079
0.937921
-0.937921
1,234
150
60
equal
psis
integrative
bext
1.75
1.589022
0.160978
-0.160978
1,234
150
60
equal
waic
internal
b0
0
-0.011007
0.011007
-0.011007
1,234
150
60
equal
waic
internal
bint
2.5
1.475878
1.024122
-1.024122
1,234
150
60
equal
waic
external
bext
1.75
1.560759
0.189241
-0.189241
1,234
150
60
equal
waic
sequential
b0
0
-0.170037
0.170037
-0.170037
1,234
150
60
equal
waic
sequential
bint
2.5
1.313942
1.186058
-1.186058
1,234
150
60
equal
waic
sequential
bext
1.75
1.796383
0.046383
0.046383
1,234
150
60
equal
waic
sequential
z
1
0.909732
0.090268
-0.090268
1,234
150
60
equal
waic
integrative
b0
0
0.059222
0.059222
0.059222
1,234
150
60
equal
waic
integrative
bint
2.5
1.289339
1.210661
-1.210661
1,234
150
60
equal
waic
integrative
bext
1.75
1.579893
0.170107
-0.170107
1,234
150
60
equal
hbi
internal
b0
0
-0.049306
0.049306
-0.049306
1,234
150
60
equal
hbi
internal
bint
2.5
2.420623
0.079377
-0.079377
1,234
150
60
equal
hbi
external
bext
1.75
1.749338
0.000662
-0.000662
1,234
150
60
equal
hbi
sequential
b0
0
-2.183036
2.183036
-2.183036
1,234
150
60
equal
hbi
sequential
bint
2.5
2.978773
0.478773
0.478773
1,234
150
60
equal
hbi
sequential
bext
1.75
2.968343
1.218343
1.218343
1,234
150
60
equal
hbi
sequential
z
1
0.85
0.15
-0.15
1,234
150
60
equal
hbi
integrative
b0
0
0.142399
0.142399
0.142399
1,234
150
60
equal
hbi
integrative
bint
2.5
2.137225
0.362775
-0.362775
1,234
150
60
equal
hbi
integrative
bext
1.75
1.872149
0.122149
0.122149
1,234
150
60
extreme
bf_ps
internal
b0
0
0.177555
0.177555
0.177555
1,234
150
60
extreme
bf_ps
internal
bint
2.5
2.453919
0.046081
-0.046081
1,234
150
60
extreme
bf_ps
external
bext
1.75
1.749191
0.000809
-0.000809
1,234
150
60
extreme
bf_ps
sequential
b0
0
0.177555
0.177555
0.177555
1,234
150
60
extreme
bf_ps
sequential
bint
2.5
2.453919
0.046081
-0.046081
1,234
150
60
extreme
bf_ps
sequential
bext
1.75
1.749191
0.000809
-0.000809
1,234
150
60
extreme
bf_ps
sequential
z
1
0.79836
0.20164
-0.20164
1,234
150
60
extreme
bf_ps
integrative
b0
0
0.177555
0.177555
0.177555
1,234
150
60
extreme
bf_ps
integrative
bint
2.5
2.453919
0.046081
-0.046081
1,234
150
60
extreme
bf_ps
integrative
bext
1.75
1.749191
0.000809
-0.000809
1,234
150
60
extreme
psis
internal
b0
0
0.048848
0.048848
0.048848
1,234
150
60
extreme
psis
internal
bint
2.5
2.335818
0.164182
-0.164182
1,234
150
60
extreme
psis
external
bext
1.75
1.922564
0.172564
0.172564
1,234
150
60
extreme
psis
sequential
b0
0
-0.186539
0.186539
-0.186539
1,234
150
60
extreme
psis
sequential
bint
2.5
2.084688
0.415312
-0.415312
1,234
150
60
extreme
psis
sequential
bext
1.75
1.335788
0.414212
-0.414212
1,234
150
60
extreme
psis
sequential
z
1
0.663866
0.336134
-0.336134
1,234
150
60
extreme
psis
integrative
b0
0
-0.071826
0.071826
-0.071826
1,234
150
60
extreme
psis
integrative
bint
2.5
2.123697
0.376303
-0.376303
1,234
150
60
extreme
psis
integrative
bext
1.75
1.616606
0.133394
-0.133394
1,234
150
60
extreme
waic
internal
b0
0
0.204818
0.204818
0.204818
1,234
150
60
extreme
waic
internal
bint
2.5
2.445358
0.054642
-0.054642
1,234
150
60
extreme
waic
external
bext
1.75
1.873661
0.123661
0.123661
1,234
150
60
extreme
waic
sequential
b0
0
-0.461939
0.461939
-0.461939
1,234
150
60
extreme
waic
sequential
bint
2.5
2.09657
0.40343
-0.40343
1,234
150
60
extreme
waic
sequential
bext
1.75
1.54104
0.20896
-0.20896
1,234
150
60
extreme
waic
sequential
z
1
0.75345
0.24655
-0.24655
1,234
150
60
extreme
waic
integrative
b0
0
-0.309471
0.309471
-0.309471
1,234
150
60
extreme
waic
integrative
bint
2.5
1.664671
0.835329
-0.835329
1,234
150
60
extreme
waic
integrative
bext
1.75
1.585937
0.164063
-0.164063
1,234
150
60
extreme
hbi
internal
b0
0
0.203991
0.203991
0.203991
1,234
150
60
extreme
hbi
internal
bint
2.5
2.360482
0.139518
-0.139518
1,234
150
60
extreme
hbi
external
bext
1.75
1.998219
0.248219
0.248219
1,234
150
60
extreme
hbi
sequential
b0
0
0.186219
0.186219
0.186219
1,234
150
60
extreme
hbi
sequential
bint
2.5
2.711283
0.211283
0.211283
1,234
150
60
extreme
hbi
sequential
bext
1.75
2.126813
0.376813
0.376813
1,234
150
60
extreme
hbi
sequential
z
1
0.850001
0.149999
-0.149999
1,234
150
60
extreme
hbi
integrative
b0
0
-0.066041
0.066041
-0.066041
1,234
150
60
extreme
hbi
integrative
bint
2.5
2.383576
0.116424
-0.116424
1,234
150
60
extreme
hbi
integrative
bext
1.75
2.127995
0.377995
0.377995
1,234
150
120
equal
bf_ps
internal
b0
0
0.02329
0.02329
0.02329
1,234
150
120
equal
bf_ps
internal
bint
2.5
2.453469
0.046531
-0.046531
1,234
150
120
equal
bf_ps
external
bext
1.75
1.322099
0.427901
-0.427901
1,234
150
120
equal
bf_ps
sequential
b0
0
0.02329
0.02329
0.02329
1,234
150
120
equal
bf_ps
sequential
bint
2.5
2.453469
0.046531
-0.046531
1,234
150
120
equal
bf_ps
sequential
bext
1.75
1.322099
0.427901
-0.427901
1,234
150
120
equal
bf_ps
sequential
z
1
1.036898
0.036898
0.036898
1,234
150
120
equal
bf_ps
integrative
b0
0
0.02329
0.02329
0.02329
1,234
150
120
equal
bf_ps
integrative
bint
2.5
2.453469
0.046531
-0.046531
1,234
150
120
equal
bf_ps
integrative
bext
1.75
1.322099
0.427901
-0.427901
1,234
150
120
equal
psis
internal
b0
0
0.337491
0.337491
0.337491
1,234
150
120
equal
psis
internal
bint
2.5
1.771782
0.728218
-0.728218
1,234
150
120
equal
psis
external
bext
1.75
1.586733
0.163267
-0.163267
1,234
150
120
equal
psis
sequential
b0
0
-0.233357
0.233357
-0.233357
1,234
150
120
equal
psis
sequential
bint
2.5
1.468918
1.031082
-1.031082
1,234
150
120
equal
psis
sequential
bext
1.75
1.515994
0.234006
-0.234006
1,234
150
120
equal
psis
sequential
z
1
1.088382
0.088382
0.088382
1,234
150
120
equal
psis
integrative
b0
0
-0.218154
0.218154
-0.218154
1,234
150
120
equal
psis
integrative
bint
2.5
1.564625
0.935375
-0.935375
1,234
150
120
equal
psis
integrative
bext
1.75
1.270927
0.479073
-0.479073
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