Fold 1 - Understanding why coefficient -18723 was selected
Tag: RAW
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -18723 | 0.000160 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No |
These are the training products that have the "RAW" tag (processing sequence 3371). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | DELICIOUS | 18723 | FATIGUE, VITALITY, KETOGENIC, GUT HEALTH | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | -18723 | BUNDLES, 20TH ANNIVERSARY | 0 | none |