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Climate Model Simulation Crashes - submitted by ddlucas 3360 views, 9074 downloads, 0 comments
last edited by ddlucas - Jun 18, 2013, 22:13 CET Rating
- Summary:
Given Latin hypercube samples of 18 climate model input parameter values, predict climate model simulation crashes and determine the parameter value combinations that cause the failures.
- Data Shape: 21 attributes, 540 instances ()
- License: unknown (from UCI repository)
- Tags: Classification climate-model ensemble-learning libsvm sensitivity-analysis simulation-crashes UQ
- Tasks / Methods / Challenges: 0 tasks, 0 methods, 0 challenges
- Download: HDF5 (181.8 KB) XML CSV ARFF LibSVM Matlab Octave
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- Summary:
Given Latin hypercube samples of 18 climate model input parameter values, predict climate model simulation crashes and determine the parameter value combinations that cause the failures.
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Acknowledgements
This project is supported by PASCAL (Pattern Analysis, Statistical Modelling and Computational Learning)
http://www.pascal-network.org/.