Dataset Preview

Split (1)

train

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

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 ({'folder'})

This happened while the csv dataset builder was generating data using

hf://datasets/unknownBrain/industrialintelligence/r11_per_file_results.csv (at revision 441c11ac890c51f35d2f9f3ad89554d84bab3a2b), ['hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r10_per_file_results.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r11_per_file_results.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r12_fault_morphology.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r13b_merged_expanded.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r13b_morph.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r13b_perf.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r16b_healthy_features.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r_lockdown_per_file_results_v6.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r_lockdown_per_file_results_v8.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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              folder: string
              file: string
              method: string
              AUROC: double
              AUPRC: double
              Recall@1%FPR: double
              Recall@5%FPR: double
              DetectionDelay: double
              n_channels: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1328
              to
              {'file': Value('string'), 'method': Value('string'), 'AUROC': Value('float64'), 'AUPRC': Value('float64'), 'Recall@1%FPR': Value('float64'), 'Recall@5%FPR': Value('float64'), 'DetectionDelay': Value('float64'), 'n_channels': Value('int64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 ({'folder'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/unknownBrain/industrialintelligence/r11_per_file_results.csv (at revision 441c11ac890c51f35d2f9f3ad89554d84bab3a2b), ['hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r10_per_file_results.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r11_per_file_results.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r12_fault_morphology.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r13b_merged_expanded.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r13b_morph.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r13b_perf.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r16b_healthy_features.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r_lockdown_per_file_results_v6.csv', 'hf://datasets/unknownBrain/industrialintelligence@441c11ac890c51f35d2f9f3ad89554d84bab3a2b/r_lockdown_per_file_results_v8.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.

file string	method string	AUROC float64	AUPRC float64	Recall@1%FPR float64	Recall@5%FPR float64	DetectionDelay float64	n_channels int64
0.csv	R3-AutoMax	0.480769	0.386166	0	0.038462	9	8
0.csv	B6-AutoMax	0.76023	0.674616	0.18	0.26	9	8
0.csv	B9-Mahalanobis	0.862537	0.782734	0.354115	0.369077	122	8
0.csv	Z1-Max	0.859922	0.748182	0.259352	0.274314	136	8
0.csv	R1-AutoMax	0.517399	0.437813	0.038462	0.038462	11	8
1.csv	R3-AutoMax	0.804449	0.728524	0.057692	0.403846	6	8
1.csv	B6-AutoMax	0.638851	0.477715	0.019608	0.078431	5	8
1.csv	B9-Mahalanobis	0.781678	0.511893	0	0	518	8
1.csv	Z1-Max	0.795174	0.529739	0	0	518	8
1.csv	R1-AutoMax	0.587813	0.410894	0	0	null	8
10.csv	R3-AutoMax	0.637627	0.587352	0.134615	0.153846	7	8
10.csv	B6-AutoMax	0.811724	0.68644	0.12	0.22	0	8
10.csv	B9-Mahalanobis	0.991626	0.985781	0.783042	0.945137	102	8
10.csv	Z1-Max	0.995254	0.991191	0.790524	1	298	8
10.csv	R1-AutoMax	0.586654	0.436766	0	0.019231	18	8
11.csv	R3-AutoMax	0.531279	0.503117	0.137255	0.156863	7	8
11.csv	B6-AutoMax	0.768276	0.547031	0	0.02	49	8
11.csv	B9-Mahalanobis	0.898409	0.90034	0.761905	0.77193	109	8
11.csv	Z1-Max	0.856529	0.882938	0.769424	0.779449	107	8
11.csv	R1-AutoMax	0.508287	0.385992	0	0.039216	25	8
12.csv	R3-AutoMax	0.624189	0.577786	0.153846	0.25	0	8
12.csv	B6-AutoMax	0.669535	0.443226	0	0	18	8
12.csv	B9-Mahalanobis	0.916897	0.721468	0	0.072682	0	8
12.csv	Z1-Max	0.879517	0.642473	0	0.012531	0	8
12.csv	R1-AutoMax	0.400371	0.332711	0	0.019231	0	8
13.csv	R3-AutoMax	0.459453	0.491919	0.173077	0.211538	6	8
13.csv	B6-AutoMax	0.785349	0.729979	0.02	0.52	16	8
13.csv	B9-Mahalanobis	0.975247	0.967387	0.879699	0.882206	205	8
13.csv	Z1-Max	0.969547	0.959472	0.854637	0.854637	195	8
13.csv	R1-AutoMax	0.462813	0.344134	0	0.019231	18	8
0.csv	R3-AutoMax	0.525412	0.407012	0	0.019231	1	8
0.csv	B6-AutoMax	0.76023	0.674616	0.18	0.26	0	8
0.csv	B9-Mahalanobis	0.862537	0.782734	0.354115	0.369077	0	8
0.csv	Z1-Max	0.859922	0.748182	0.259352	0.274314	0	8
0.csv	R1-AutoMax	0.483974	0.403087	0.019231	0.038462	11	8
14.csv	R3-AutoMax	0.682113	0.638315	0.134615	0.25	6	8
14.csv	B6-AutoMax	0.705349	0.611722	0.12	0.26	0	8
14.csv	B9-Mahalanobis	0.910029	0.914709	0.796992	0.81203	0	8
14.csv	Z1-Max	0.907334	0.915592	0.819549	0.827068	0	8
14.csv	R1-AutoMax	0.409407	0.332223	0	0	null	8
6.csv	R3-AutoMax	0.454421	0.389342	0.037736	0.037736	9	8
6.csv	B6-AutoMax	0.675006	0.554197	0.058824	0.196078	0	8
6.csv	B9-Mahalanobis	0.719858	0.45934	0	0	0	8
6.csv	Z1-Max	0.704182	0.446877	0	0	0	8
6.csv	R1-AutoMax	0.497954	0.380259	0	0.018868	6	8
9.csv	R3-AutoMax	0.692537	0.665607	0.211538	0.307692	1	8
9.csv	B6-AutoMax	0.598161	0.386614	0	0	1	8
9.csv	B9-Mahalanobis	0.956206	0.939333	0.706468	0.761194	0	8
9.csv	Z1-Max	0.951767	0.933507	0.731343	0.773632	0	8
9.csv	R1-AutoMax	0.528617	0.4081	0	0.057692	10	8
0.csv	R3-AutoMax	0.716404	0.643805	0.058824	0.27451	0	8
0.csv	B6-AutoMax	0.894162	0.826149	0.326531	0.428571	0	8
0.csv	B9-Mahalanobis	0.810714	0.662963	0.182741	0.213198	0	8
0.csv	Z1-Max	0.811009	0.664288	0.187817	0.215736	0	8
0.csv	R1-AutoMax	0.534075	0.398549	0	0	null	8
1.csv	R3-AutoMax	0.501684	0.502378	0.181818	0.204545	5	8
1.csv	B6-AutoMax	0.912325	0.821268	0.02381	0.642857	0	8
1.csv	B9-Mahalanobis	0.741011	0.458672	0	0	0	8
1.csv	Z1-Max	0.871114	0.844427	0.660661	0.666667	0	8
1.csv	R1-AutoMax	0.573092	0.396045	0	0.022727	1	8
2.csv	R3-AutoMax	0.821856	0.746404	0.156863	0.411765	3	8
2.csv	B6-AutoMax	0.637162	0.419202	0	0	0	8
2.csv	B9-Mahalanobis	0.702023	0.444413	0	0	0	8
2.csv	Z1-Max	0.623388	0.389768	0	0	0	8
2.csv	R1-AutoMax	0.631157	0.451171	0	0	56	8
3.csv	R3-AutoMax	0.704694	0.686705	0.196078	0.254902	6	8
3.csv	B6-AutoMax	0.931471	0.92978	0.54	0.74	9	8
3.csv	B9-Mahalanobis	0.97224	0.96472	0.746835	0.777215	0	8
3.csv	Z1-Max	0.975007	0.967095	0.751899	0.767089	0	8
3.csv	R1-AutoMax	0.518717	0.493383	0.117647	0.117647	6	8
1.csv	R3-AutoMax	0.485975	0.429401	0.173913	0.173913	5	8
1.csv	B6-AutoMax	0.680707	0.479949	0.043478	0.086957	3	8
1.csv	B9-Mahalanobis	1	1	1	1	0	8
1.csv	Z1-Max	1	1	1	1	0	8
1.csv	R1-AutoMax	0.525245	0.279965	0	0	3	8
2.csv	R3-AutoMax	0.566	0.629299	0.04	0.1	1	8
2.csv	B6-AutoMax	0.296996	0.409551	0	0	0	8
2.csv	B9-Mahalanobis	0.157726	0.359025	0	0	22	8
2.csv	Z1-Max	0.073462	0.33963	0	0	47	8
2.csv	R1-AutoMax	0.5585	0.638533	0.04	0.12	0	8
8.csv	R3-AutoMax	0.417125	0.411176	0.076923	0.076923	0	8
8.csv	B6-AutoMax	0.56156	0.466641	0.078431	0.117647	0	8
8.csv	B9-Mahalanobis	0.752747	0.488053	0	0	0	8
8.csv	Z1-Max	0.746219	0.481219	0	0	2	8
8.csv	R1-AutoMax	0.524267	0.434443	0.019231	0.076923	6	8
9.csv	R3-AutoMax	0.915663	0.877429	0.307692	0.615385	0	8
9.csv	B6-AutoMax	0.875057	0.710528	0.019608	0.137255	0	8
9.csv	B9-Mahalanobis	0.983222	0.976204	0.812968	0.905237	0	8
9.csv	Z1-Max	0.98389	0.977143	0.812968	0.910224	0	8
9.csv	R1-AutoMax	0.606348	0.457919	0	0.076923	3	8
0.csv	null	null	null	null	null	null	null
1.csv	null	null	null	null	null	null	null
10.csv	null	null	null	null	null	null	null
11.csv	null	null	null	null	null	null	null
12.csv	null	null	null	null	null	null	null
13.csv	null	null	null	null	null	null	null
14.csv	null	null	null	null	null	null	null
6.csv	null	null	null	null	null	null	null
9.csv	null	null	null	null	null	null	null
0.csv	null	null	null	null	null	null	null

End of preview.

No dataset card yet

Downloads last month: 33

Total file size:

159 kB