Dataset_ECG: The Electrocardiogram dataset.
In lweicdsor/OSTSC: Over Sampling for Time Series Classification
Description
Usage
Format
Details
Value
References
Description
This dataset recorded heartbeats from the patient with severe congestive heart failure.
Usage
1
Format
A dataset with 5000 observations of sequence length 140, with a single sequence per row.
The y data is labeled as 1,3,4,5.
The x data constructs time series sequences (numeric).
Details
The dataset was pre-processed on extracting heartbeats sequences and setting class values from automated annotation.
Value
ecg: the dataset ECG
References
Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng CK, Stanley HE.
PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals.
Circulation 101(23):e215-e220. [Circulation Electronic Pages; http://circ.ahajournals.org/content/101/23/e215.full];
2000 (June 13). PMID: 10851218; doi: 10.1161/01.CIR.101.23.e215
Chen, Y., Hao, Y., Rakthanmanon, T. et al. Data Min Knowl Disc (2015) 29: 1622. https://doi.org/10.1007/s10618-014-0388-4
lweicdsor/OSTSC documentation built on May 8, 2019, 1:13 p.m.
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Description Usage Format Details Value References
Description
This dataset recorded heartbeats from the patient with severe congestive heart failure.
Usage
1 |
Format
A dataset with 5000 observations of sequence length 140, with a single sequence per row.
The y data is labeled as 1,3,4,5.
The x data constructs time series sequences (numeric).
Details
The dataset was pre-processed on extracting heartbeats sequences and setting class values from automated annotation.
Value
ecg: the dataset ECG
References
Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng CK, Stanley HE. PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals. Circulation 101(23):e215-e220. [Circulation Electronic Pages; http://circ.ahajournals.org/content/101/23/e215.full]; 2000 (June 13). PMID: 10851218; doi: 10.1161/01.CIR.101.23.e215
Chen, Y., Hao, Y., Rakthanmanon, T. et al. Data Min Knowl Disc (2015) 29: 1622. https://doi.org/10.1007/s10618-014-0388-4
R Package Documentation
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