The Application of Logistic Regression in Frequency Domain Classification Based on Deep Learning
The paper bases on the theory of deep learning, uses the Scikit-learn machine learning framework and logistic regression algorithm, combines with supervised machine learning. Through Fourier transform, the time-domain signal is transformed into the frequency domain for research. For different types of music, the regression discrete values of logical values are determined, and finally testing result of recognition accuracy of over 90%.
Authors
- Xiaojia Liu
- Tianbiao Zhang
Institutions
- Wuhan Donghu University (CN)
- China Telecom (China) (CN)
Publication Details
- Published
- 2024-11-01
- DOI
- https://doi.org/10.1109/mlbdbi63974.2024.10823888
- Citations
- 1
- Primary Topic
- Evaluation Methods in Various Fields
- Type
- article
- Field-Weighted Citation Impact
- 0.92