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BART: make linear response more robust and fix bug with predictions #5080

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Merged
merged 1 commit into from
Oct 15, 2021

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aloctavodia
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I am also reverting back the default response to "constant", even when BART is still experimental and "mix" or "linear" seems to provide a better fit, maybe better to be a little bit more conservative until we have results for more experiments.

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codecov bot commented Oct 15, 2021

Codecov Report

Merging #5080 (6ff8ae0) into main (3b763a1) will decrease coverage by 0.07%.
The diff coverage is 70.58%.

Impacted file tree graph

@@            Coverage Diff             @@
##             main    #5080      +/-   ##
==========================================
- Coverage   78.21%   78.14%   -0.08%     
==========================================
  Files         131      131              
  Lines       24523    24532       +9     
==========================================
- Hits        19181    19170      -11     
- Misses       5342     5362      +20     
Impacted Files Coverage Δ
pymc/bart/pgbart.py 91.44% <62.50%> (-4.51%) ⬇️
pymc/bart/tree.py 96.66% <66.66%> (-3.34%) ⬇️
pymc/bart/bart.py 96.61% <80.00%> (-3.39%) ⬇️
pymc/tests/test_bart.py 100.00% <100.00%> (ø)
pymc/backends/report.py 89.51% <0.00%> (-2.10%) ⬇️

@aloctavodia aloctavodia merged commit e03f5bf into pymc-devs:main Oct 15, 2021
@aloctavodia aloctavodia deleted the bart_lf branch October 15, 2021 14:44
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2 participants