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boot.train()–tune.mff()–predict()–evaluate()
workflow and the separation of validation-based selection from final
test evaluation.testthat unit-test suite covering the public
interface, all four membership-generation methods, input validation,
prediction-matrix dimensions, and sequential/parallel bootstrap
reproducibility.model.train() to
one thread to avoid oversubscribing CRAN check machines.print(), summary(), and
plot() methods for fitted and tuned MFF objects.plot.mff() with validation-safe test score,
observed-versus-predicted, and test-series visualizations. Test plots
use the validation-selected function by default and never reselect a
function using test performance.model.train()
example interactive-only so that CRAN example checks do not initialize
several external learner libraries merely to demonstrate the convenience
function.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.