athena.kas.KernelActiveSubspaces.plot_sufficient_summary

KernelActiveSubspaces.plot_sufficient_summary(inputs, outputs, filename=None, figsize=(10, 8), title='')

Plot the sufficient summary.

Parameters

  • inputs (numpy.ndarray) – array n_samples-by-n_params containing the points in the full input space.

  • outputs (numpy.ndarray) – array n_samples-by-1 containing the corresponding function evaluations.

  • filename (str) – if specified, the plot is saved at filename.

  • figsize (tuple(int,int)) – tuple in inches defining the figure size. Defaults to (10, 8).

  • title (str) – title of the plot.

Raises

ValueError, TypeError

Warning

self.fit has to be called in advance.

Plot only available for partitions up to dimension 2.