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aldro61
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mmit
Regression trees for interval censored output data
https://aldro61.github.io/mmit/
GNU General Public License v3.0
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Extension to uncensored outputs
#13
Closed
aldro61
closed
7 years ago
aldro61
commented
7 years ago
Code modifications
Uncensored outputs are detected by checking if the target interval bounds are equal
The margin is not used for uncensored outputs
Computing function coefficients and breakpoint positions has been moved out of the PiecewiseFunction class and is now done by the solver.
Unit tests
If all the outputs are uncensored and we use the
linear hinge loss
, the solution is the
median
If all the outputs are uncensored and we use the
squared hinge loss
, the solution is the
mean
Modified the random testing function to include uncensored outputs
Code modifications
Unit tests