Datasets:

---

JabaleNurAdnan

/

dml-fl-iot-ids-diagnostic

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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 14 new columns ({'comm_total_mb', 'f1_binary', 'round_time_s', 'auc_roc', 'precision', 'recall', 'f1_weighted', 'comm_server_mb', 'accuracy', 'f1_macro', 'comm_flat_server_mb', 'comm_flat_total_mb', 'fpr', 'threshold'}) and 12 missing columns ({'cluster_sizes', 'min_sim', 'dispersion', 'max_sim', 'event', 'avg_sim', 'dispersion_random', 'size_entropy', 'dispersion_ratio', 'n_singletons', 'max_cluster', 'sim_spread'}).

This happened while the csv dataset builder was generating data using

hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/history.csv (at revision e6f54444379b215de1db53cf0f5e68cf37fac297), ['hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/results/all_results_summary.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
              accuracy: double
              precision: double
              recall: double
              f1_binary: double
              f1_macro: double
              f1_weighted: double
              fpr: double
              auc_roc: double
              threshold: double
              round: int64
              n_reclusterings: int64
              round_time_s: double
              comm_total_mb: double
              comm_server_mb: double
              comm_flat_total_mb: double
              comm_flat_server_mb: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2218
              to
              {'round': Value('int64'), 'event': Value('string'), 'n_reclusterings': Value('int64'), 'cluster_sizes': Value('string'), 'avg_sim': Value('float64'), 'min_sim': Value('float64'), 'max_sim': Value('float64'), 'sim_spread': Value('float64'), 'dispersion': Value('float64'), 'dispersion_random': Value('float64'), 'dispersion_ratio': Value('float64'), 'max_cluster': Value('int64'), 'n_singletons': Value('int64'), 'size_entropy': 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 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 14 new columns ({'comm_total_mb', 'f1_binary', 'round_time_s', 'auc_roc', 'precision', 'recall', 'f1_weighted', 'comm_server_mb', 'accuracy', 'f1_macro', 'comm_flat_server_mb', 'comm_flat_total_mb', 'fpr', 'threshold'}) and 12 missing columns ({'cluster_sizes', 'min_sim', 'dispersion', 'max_sim', 'event', 'avg_sim', 'dispersion_random', 'size_entropy', 'dispersion_ratio', 'n_singletons', 'max_cluster', 'sim_spread'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/history.csv (at revision e6f54444379b215de1db53cf0f5e68cf37fac297), ['hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_fixed__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_old__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s42/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s43/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s44/cluster_log.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__dyn_random__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/CICIDS2017__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s44/history.csv', 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'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s42/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s43/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/_checkpoints/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__static_uniform__s44/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-diagnostic@e6f54444379b215de1db53cf0f5e68cf37fac297/results/all_results_summary.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)