foundation_PLR/configs/mlflow_registry/FROZEN_2026-02.yaml at main · petteriTeikari/foundation_PLR · GitHub

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# FROZEN REGISTRY MARKER
# ======================
# This file documents the frozen state of the MLflow registry for publication.
# ANY modification to registry files after this freeze date requires:
# 1. Version bump in the registry files
# 2. New frozen marker with updated checksums
# 3. Re-extraction of all downstream artifacts
#
# This serves as a cryptographic integrity check for reproducibility.

_version: "1.0.0"
_format: "frozen-registry-marker-v1"

# Freeze metadata
freeze:
  date: "2026-02-02"
  frozen_by: "publication-polish-pipeline"
  git_sha: "7c63e4d767ff35570f7c76c395dcb8702d59e8f5"
  branch: "chore/publication-polish"
  reason: "Registry frozen for paper submission - Foundation PLR manuscript"

# Frozen counts (THESE ARE THE GROUND TRUTH)
# If counts differ from these values, something is WRONG
frozen_counts:
  outlier_methods: 11
  imputation_methods: 8
  classifiers: 5
  featurization_methods: 2
  total_theoretical_combinations: 880
  actual_mlflow_runs: 410

# SHA256 checksums of all registry files at freeze time
# To verify: sha256sum configs/mlflow_registry/parameters/*.yaml configs/mlflow_registry/metrics/*.yaml
checksums:
  parameters:
    classification.yaml: "67a44d69200746bcfb1cf566aa292e8612c39e1c651193665026df1ad85c2201"
    imputation.yaml: "0252d575d76611e09b29be1cb3da44637a36c6fa650b264a9630fb0184db2043"
    outlier_detection.yaml: "9c6159a35e9628863c21aaf83e76cace3685de039c14c2c1f8173e023e77b6e3"
  metrics:
    classification.yaml: "d5e3f1fbb0b2c80ce3c8640db67e2f52335c250d7caca14459d1caa09fefb13c"
    imputation.yaml: "482f7bc398a312f52bb592a021247c74ac739ca31602493de496a07e3b6cc7cf"
    outlier_detection.yaml: "079bc338c2cac6a6d4759494b55b985d1fe4f562bf538f1b58c418c6b7a3055d"
  experiments.yaml: "f5d35bcd6f46c9b71fd2f85c7292968581331aeae9e6a5558572ea428861f970"

# Registry version at freeze
registry_versions:
  classification: "1.0.0"
  imputation: "1.0.0"
  outlier_detection: "1.0.0"

# Valid method lists (canonical at freeze time)
# These are the ONLY valid values for the paper
valid_methods:
  outlier_detection:
    - pupil-gt  # Ground truth
    - MOMENT-gt-finetune
    - MOMENT-gt-zeroshot
    - UniTS-gt-finetune
    - TimesNet-gt
    - LOF
    - OneClassSVM
    - PROPHET
    - SubPCA
    - ensemble-LOF-MOMENT-OneClassSVM-PROPHET-SubPCA-TimesNet-UniTS-gt-finetune
    - ensembleThresholded-MOMENT-TimesNet-UniTS-gt-finetune

  imputation:
    - pupil-gt  # Ground truth
    - MOMENT-finetune
    - MOMENT-zeroshot
    - CSDI
    - SAITS
    - TimesNet
    - ensemble-CSDI-MOMENT-SAITS
    - ensemble-CSDI-MOMENT-SAITS-TimesNet

  classifiers:
    - CatBoost
    - XGBoost
    - TabPFN
    - TabM
    - LogisticRegression

# Verification command
verification:
  command: |
    sha256sum configs/mlflow_registry/parameters/*.yaml \
              configs/mlflow_registry/metrics/*.yaml \
              configs/mlflow_registry/experiments.yaml
  expected_output: |
    67a44d69200746bcfb1cf566aa292e8612c39e1c651193665026df1ad85c2201  configs/mlflow_registry/parameters/classification.yaml
    0252d575d76611e09b29be1cb3da44637a36c6fa650b264a9630fb0184db2043  configs/mlflow_registry/parameters/imputation.yaml
    9c6159a35e9628863c21aaf83e76cace3685de039c14c2c1f8173e023e77b6e3  configs/mlflow_registry/parameters/outlier_detection.yaml
    d5e3f1fbb0b2c80ce3c8640db67e2f52335c250d7caca14459d1caa09fefb13c  configs/mlflow_registry/metrics/classification.yaml
    482f7bc398a312f52bb592a021247c74ac739ca31602493de496a07e3b6cc7cf  configs/mlflow_registry/metrics/imputation.yaml
    079bc338c2cac6a6d4759494b55b985d1fe4f562bf538f1b58c418c6b7a3055d  configs/mlflow_registry/metrics/outlier_detection.yaml
    f5d35bcd6f46c9b71fd2f85c7292968581331aeae9e6a5558572ea428861f970  configs/mlflow_registry/experiments.yaml

# Notes
notes:
  - "This frozen marker ensures reproducibility for paper reviewers"
  - "Any registry modification requires updating this marker"
  - "The pre-commit hook checks registry integrity against this file"
  - "Breaking changes require version bump and new frozen marker"