View Climate Model Simulation Crashes (public)

2013-06-18 21:22 by ddlucas | Version 1 | Rating Empty StarEmpty StarEmpty StarEmpty StarEmpty StarEmpty Star
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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.

License
unknown (from UCI repository)
Dependencies
Tags
Classification climate-model ensemble-learning libsvm sensitivity-analysis simulation-crashes UQ
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# Instances: 540 / # Attributes: 21
HDF5 (181.8 KB) XML CSV ARFF LibSVM Matlab Octave

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Original Data Format
csv
Name
climate-model-simulation-crashes
Version mldata
0
Comment

CSV

Names
Study, Run, vconst_corr, vconst_2, vconst_3, vconst_4, vconst_5, vconst_7, ah_corr, ah_bolus,
Data (first 10 data points)
    Study ... ... ... ... ... ... ... ... ... ...
    1 1 0.85... 0.92... 0.25... 0.29... 0.17... 0.73... 0.42... 0.56... ...
    1 2 0.60... 0.45... 0.35... 0.30... 0.84... 0.93... 0.44... 0.82... ...
    1 3 0.99... 0.37... 0.51... 0.50... 0.61... 0.60... 0.74... 0.19... ...
    1 4 0.78... 0.10... 0.19... 0.42... 0.74... 0.49... 0.00... 0.39... ...
    1 5 0.40... 0.51... 0.06... 0.63... 0.84... 0.44... 0.19... 0.48... ...
    1 6 0.04... 0.62... 0.30... 0.81... 0.22... 0.97... 0.60... 0.64... ...
    1 7 0.16... 0.54... 0.15... 0.65... 0.14... 0.79... 0.40... 0.66... ...
    1 8 0.41... 0.89... 0.93... 0.91... 0.39... 0.00... 0.84... 0.68... ...
    1 9 0.16... 0.35... 0.98... 0.28... 0.56... 0.40... 0.38... 0.47... ...
    1 10 0.65... 0.41... 0.80... 0.16... 0.86... 0.94... 0.54... 0.42... ...
    ... ... ... ... ... ... ... ... ... ... ...
Description

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    revision 1
    by ddlucas on 2013-06-18 21:22
    revision 2
    by ddlucas on 2013-06-18 22:07
    revision 3
    by ddlucas on 2013-06-18 22:08
    revision 4
    by ddlucas on 2013-06-18 22:13

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    This project is supported by PASCAL (Pattern Analysis, Statistical Modelling and Computational Learning)
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