ECG-based Arrhythmia Classification
Jupyter Notebook: ecg-exp.ipynb
UCI Arrhythmia Dataset http://archive.ics.uci.edu/ml/datasets/arrhythmia
The original data file is renamed from "arrhythmia.data" to "arrhythmia.data.orig" in this repository.
"arrhythmia.data" in this repository is the preprocessed file with all the question marks replaced by empty strings "".
"arrhythmia.names" is the codebook of the dataset.
Python 3
ipython (5.3.0)
jupyter (1.0.0)
matplotlib (1.4.2)
notebook (4.4.1)
numpy (1.12.1)
pandas (0.19.2)
scikit-learn (0.18.1)
scipy (0.19.0)
xgboost (0.6a2)
Python 3 should be installed first. To install the above Python packages, run pip install <package_name>
$ jupyter notebook
Open ecg-exp.ipynb in Jupyter.