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Adaptation of Conditional CP method to classification #500
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thibaultcordier
merged 18 commits into
449-cp-with-conditional-guarantees
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499-adaptation-ccp-classification
Oct 22, 2024
Merged
Adaptation of Conditional CP method to classification #500
thibaultcordier
merged 18 commits into
449-cp-with-conditional-guarantees
from
499-adaptation-ccp-classification
Oct 22, 2024
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Damien-Bouet
changed the title
ADD: classification main class and tuto
Adaptation of Conditional CP method to classification
Jul 31, 2024
…-ccp-classification
…-ccp-classification
…-ccp-classification
thibaultcordier
requested changes
Oct 22, 2024
thibaultcordier
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Oct 22, 2024
thibaultcordier
merged commit Oct 22, 2024
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449-cp-with-conditional-guarantees
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Description
To adapt the CCP method to classification tasks, we need to create a new main class
SplitCPClassifier
.The calibrators are the same, as they just use conformity scores (no matter the task).
We will reuse the classification conformity scores, added since the
MapieClassifier
refacto.Fixes #499
Type of change
How Has This Been Tested?
Checklist
make lint
make type-check
make tests
make coverage
make doc