MENTHOS-dataset-rootcause

English

About

MENTHOS-dataset-rootcause is a binary log classification dataset built for root-cause identification experiments.

Source Data

• https://github.com/nv-morpheus/Morpheus/raw/refs/heads/branch-25.10/models/datasets/training-data/root-cause-training-data.csv
• https://github.com/nv-morpheus/Morpheus/raw/refs/heads/branch-25.10/models/datasets/validation-data/root-cause-validation-data-input.jsonlines
• https://github.com/nv-morpheus/Morpheus/raw/refs/heads/branch-25.10/models/datasets/training-data/root-cause-unseen-errors.csv

Processing and Balancing

• Input sources are merged into a single dataframe (label, log).
• Split into 70% train, 15% validation, 15% test.
• Balancing: each split is balanced by downsampling both classes to the same count.

Splits and Class Distribution

The prepared train, validation, and test splits are included with the dataset release.

split	rows	label 0	label 1
train	1266	633	633
validation	296	148	148
test	296	148	148

Citation

@misc{borovic_li-dobnik_kranjec_ferme_2026,
  title        = {MENTHOS-dataset-rootcause},
  author       = {Borovic, Li Dobnik, Kranjec, Ferme},
  year         = {2026},
  publisher    = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/LHRS-UM-FERI/MENTHOS-dataset-rootcause}}
}

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Slovenščina

O datasetu

MENTHOS-dataset-rootcause je binarni dataset zapisov za eksperimente zaznavanja koreninskih vzrokov.

Izvorni podatki

• https://github.com/nv-morpheus/Morpheus/raw/refs/heads/branch-25.10/models/datasets/training-data/root-cause-training-data.csv
• https://github.com/nv-morpheus/Morpheus/raw/refs/heads/branch-25.10/models/datasets/validation-data/root-cause-validation-data-input.jsonlines
• https://github.com/nv-morpheus/Morpheus/raw/refs/heads/branch-25.10/models/datasets/training-data/root-cause-unseen-errors.csv

Obdelava in uravnoteženje

• Vhodni viri se združijo v enoten format (label, log).
• Razdelitev 70% train, 15% validation, 15% test.
• Uravnoteženje: vsak split je uravnotežen z downsamplingom obeh razredov.

Delitve in porazdelitev razredov

Pripravljene train, validation in test delitve so vključene v izdajo nabora podatkov.

split	vrstic	label 0	label 1
train	1266	633	633
validation	296	148	148
test	296	148	148

Citiranje

@misc{borovic_li-dobnik_kranjec_ferme_2026,
  title        = {MENTHOS-dataset-rootcause},
  author       = {Borovic, Li Dobnik, Kranjec, Ferme},
  year         = {2026},
  publisher    = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/LHRS-UM-FERI/MENTHOS-dataset-rootcause}}
}