fraction_of_design_space
- pyoptex.doe.fixed_structure.evaluate.fraction_of_design_space(Y, params, N=10000)[source]
Computes the fraction of the design space. It returns an array of relative prediction variances corresponding to the quantiles of np.linspace(0, 1, N).
Parameters
- Ypd.DataFrame
The denormalized, decoded design.
- params
Parameters The simulation parameters.
- Nint
The number of samples to evaluate.
Returns
- pred_varnp.array(2d)
The array of relative prediction variances for each of the a-priori variance ratio sets provided.