datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Bearing-Fault-Diagnosis-System
相关资源
GitHub 仓库: https://github.com/BFDS-Project/Bearing-Fault-Diagnosis-System-WebUI
bearing-fault-diagnosis-cwru-results
Bearing Fault Diagnosis — CWRU Dataset Results
Author: Md. Sajjad Ullah
Results
Model
Accuracy
F1-Score
XGBoost
97.63%
97.63%
Random Forest
97.47%
97.47%
SVM (RBF)
97.21%
97.21%
Dataset Details
CWRU Bearing Dataset — 9,487 segments | 4 fault classesBall Fault · Inner Race · Outer Race · Normal
Features
26 hand-crafted features per segmentTime-domain · Frequency-domain · Wavelet (db4, level 4)
Files… See the full description on the dataset page: https://huggingface.co/datasets/mdsajjadullah/bearing-fault-diagnosis-cwru-results.