Fitting to data Piecewise linear function



if partitions known, linear regression can performed independently on these partitions. however, continuity not preserved in case. stable algorithm case has been derived.


if partitions not known, residual sum of squares can used choose optimal separation points.


a variant of decision tree learning called model trees learns piecewise linear functions.








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