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Diffstat (limited to 'RAIN_EP_RELEASED_PROFILE.md')
| -rw-r--r-- | RAIN_EP_RELEASED_PROFILE.md | 15 |
1 files changed, 7 insertions, 8 deletions
diff --git a/RAIN_EP_RELEASED_PROFILE.md b/RAIN_EP_RELEASED_PROFILE.md index eaefe87..eb6a16f 100644 --- a/RAIN_EP_RELEASED_PROFILE.md +++ b/RAIN_EP_RELEASED_PROFILE.md @@ -97,14 +97,13 @@ the author's comparative ConvHopfieldEnergy32 network. Holdout accuracy was: | released state-dependent profile | affine SDIL, cadence 10 | 42.35% | | released state-dependent profile | exact oracle subtraction | 46.00% | -This is positive evidence that a local neutral measurement can rescue a -centered-EP learner from a damaging constant hardware offset: both local -correctors recover 45.45% from 10.00%, close to the 46.00% clean endpoint. -It is negative evidence for the stronger state-dependent claim at the frozen -R1 setting: affine SDIL is 1.50 percentage points below the matched local -intercept and 3.65 points below the oracle. The state-dependent result must -therefore be treated as unconfirmed until a paired multi-seed accuracy study -shows otherwise. No residual-bias diagnostic can override this endpoint. +The constant-offset rows are an implementation sanity check only. Because the +neutral observation is exact, measuring a strictly constant offset once and +subtracting it is already oracle correction; the matching intercept and SDIL +rows contain no scientific advantage. The only substantive R1 comparison is +the state-dependent profile. There, affine SDIL is 1.50 percentage points +below the matched intercept tracker and 3.65 points below exact oracle +subtraction. No residual-bias diagnostic can override this accuracy result. ## R2 paired-seed accuracy check |