PRAXIS approximates decision tree Rashomon sets with major runtime and memory improvements while recovering nearly the full set on tested data.
Proof.Claim.If PRAXIS is invoked on(D, d)withε abs ≥P(D, d), then the returned graph containsf pw(D, d)
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From Rashomon Theory to PRAXIS: Efficient Decision Tree Rashomon Sets
PRAXIS approximates decision tree Rashomon sets with major runtime and memory improvements while recovering nearly the full set on tested data.