sickit learn
Scikit-learn: Machine Learning in Python, Pedregosa et al., JMLR 12, pp. 2825-2830, 2011.
imbalanced-learn
pip install -U imbalanced-learn
Python (Scikit-learn)
Configuration | Feature Size | Time (seconds) with prob | Time (seconds) no prob |
---|---|---|---|
RR_normRR | 8 | 590.91 | 133.50 sec / (maxRR) 92.88 |
Wavelets | 21 | 1503.19 | 193.01 sec |
HOS_myMoprh | 15 | 1004.50 | 158.19 sec |
RR_Wav_HOS_myMorph | 44 | 264.69 sec |
MATLAB (LibSVM) without -b option
Configuration | Feature Size | -b = True Time (seconds) | Time (seconds) |
---|---|---|---|
RR_normRR | 8 | 117.4789 | |
Wavelets | 21 | 282.001 | |
HOS_myMoprh | 15 | 226.9948 |