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.
| Model | Serialized size | Complexity detail |
|---|---|---|
| Logistic Regression | 10.4 KB | 768.0 coefficients |
| Random Forest | 1205.0 KB | 200.0 trees, depth 11.0 |
| RBF-SVM | 147.5 KB | 131.0 support vectors |
| MLP Classifier | 259.6 KB | layers [128, 64, 32, 6] |
Global feature drift vs. Batch 1
results/drift/global_drift_by_batch.csvGenerated 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.
| Measurement | Unit | Status |
|---|---|---|
| Explanation fidelity | agreement score | Not executed |
| Explanation stability | rank correlation | Not executed |
| Explanation latency | ms | Not executed |
| Inference latency (physical) | ms | Not executed |
| Flash footprint | KB | Not executed |
| SRAM footprint | KB | Not executed |
| Inference energy (PPK2) | µJ | Not executed |
| Pareto frontier (accuracy / trust / resource) | n/a | Not executed |