Earthquake Precursors detected by convolutional neural network
doi: 10.4121/21588096.v1
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future.
For a link that will always point to the latest version, please use
doi: 10.4121/21588096
doi: 10.4121/21588096
Datacite citation style:
Stefan Nielsen (2022): Earthquake Precursors detected by convolutional neural network. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/21588096.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
Dataset
CC0
These are the accuracy results for the whole dataset A and B together. This is a second batch (2/2) of cycles where network was trained, tested and verified 50 times with different combinations of test, train and verification groups. There is a first batch of 50 in a separate file
history
- 2022-11-24 first online, published, posted
publisher
4TU.ResearchData
format
*.py, *.csv, *.txt
associated peer-reviewed publication
Detection of earthquake precursors using neural networks
organizations
University of Durham, Department of Earth Sciences.
DATA
files (6)
-
5,321 bytesMD5:
47248541f54245d8f750d5582faa9147EventsSetB.txt -
9,416 bytesMD5:
dc284ea961fa424034ce1e040e9a442cprecursors_traintest.py -
3,524 bytesMD5:
fee7cf49b77702d9e6d1e749e8c16342prepocessing.py -
3,047 bytesMD5:
8d7e444e2e5abe9e3f4ed990f00aedc3results_session1.csv -
3,021 bytesMD5:
31d72f3c36ee2391e5a83cb39e07c33eresults_session2.csv -
9,010 bytesMD5:
4f5a560e99c6bd9520141a2381c21835Verification_8.py - download all files (zip)
33,339 bytes unzipped
