Add binning with monotonicity to GLM

Description

User would like to have automatic binning and monotonicity constraints available for them in GLM

Example:
x is linear
transform it to x_1, x_2, x_3:

  • if x<0.2 -> x_1 = 0

  • if 0.2 < x < 0.4 -> x_2 = 0.4

  • if x > 0.4 -> x_3 = 0.8
    ^this is monotonic, but the bins could be monotonic (e.g. x_2 = -0.1).

See support ticket for more info

Assignee

New H2O Bugs

Fix versions

None

Reporter

Neema Mashayekhi

Support ticket URL

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Priority

Major
Configure