Executed

Results dashboard

Every chart below is generated at build time directly from CSV artifacts in results/baselines/ and results/drift/ — see results/baselines/fixed_origin_summary.csv and results/drift/global_drift_by_batch.csv.

Accuracy by chronological test batch (FIXED_ORIGIN)

Macro-F1 by chronological test batch (FIXED_ORIGIN)

Drift degradation: accuracy drop, Batch 2 → Batch 10

Every evaluated model loses accuracy from Batch 2 to Batch 10 under FIXED_ORIGIN — see claim C003.

IID vs. chronological generalization gap

The stratified-random IID diagnostic accuracy exceeds mean chronological future-batch accuracy for every model — quantifying how much a random split overstates performance (claim C005, diagnostic only, never a primary result).

Host-serialized model size

Serialized (joblib, host CPU) size — not an embedded or quantized footprint. Flash/SRAM figures remain NOT EXECUTED until stage 16.

ModelSerialized sizeComplexity detail
Logistic Regression10.4 KB768.0 coefficients
Random Forest1205.0 KB200.0 trees, depth 11.0
RBF-SVM147.5 KB131.0 support vectors
MLP Classifier259.6 KBlayers [128, 64, 32, 6]

Global feature drift vs. Batch 1

Global drift trajectory across chronological batches
Median normalized Wasserstein distance and standardized mean shift, batches 2–10 vs. Batch 1. Source: results/drift/global_drift_by_batch.csv

Generated figures and tables

15 figures and 5 publication tables are generated directly from evidence — browse the full index on the Paper page.

Not yet executed

Per-class F1, confusion matrices (see figure gallery on the Paper page for the chronological confusion-matrix evolution figure — that one already exists), explanation fidelity, explanation stability, latency, Flash/SRAM, and energy remain below.

MeasurementUnitStatus
Explanation fidelityagreement scoreNot executed
Explanation stabilityrank correlationNot executed
Explanation latencymsNot executed
Inference latency (physical)msNot executed
Flash footprintKBNot executed
SRAM footprintKBNot executed
Inference energy (PPK2)µJNot executed
Pareto frontier (accuracy / trust / resource)n/aNot executed