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Data Mining Algorithms In R/Packages/CCMtools/CWGLI

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Description

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This function calculates the Conditional Weighted Global Log-Intensity (CWGLI) cost function for precipitation. This error is supposed to be due to a misclassification (i.e., the elements should be classified according to sequence cl.check, while they are in practice allocated to the clusters according to the sequence cl.proj).

Usage

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CWGLI(cl.check, cl.proj, DataS.check)

Arguments

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  • cl.check Reference sequence (i.e., numerical vector) of clusters (i.e., this is the sequence we should have).
  • cl.proj Sequence of clusters in practice.
  • DataS.check Precipitation data time series

Details

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For details about this cost function, see the reference below. M. Vrac, P. Yiou. "Weather regimes designed for local precipitation modelling: Application to the Mediterranean bassin". Submitted, JGR-A, 2009

Value

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Returns a numerical vector corresponding to the CWGLI cost function

Author

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M. Vrac (mathieu.vrac@lsce.ipsl.fr))

See Also

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  1. DI
  2. WGP