1.15. Isotonic regression#
The class IsotonicRegression
fits a non-decreasing real function to
1-dimensional data. It solves the following problem:
subject to X
and y
are
arbitrary real quantities.
The increasing
parameter changes the constraint to
IsotonicRegression
produces a series of predictions
IsotonicRegression
thus form a function that is piecewise linear:
Examples