Fold 3 - Understanding why coefficient 5 was selected
Tag: BUNDLES
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 5 | 0.000000 | 5 | 5 (5) | Bundles | Yes |
These are the training products that have the "BUNDLES" tag (processing sequence 959). 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 |
|---|---|---|---|---|---|---|---|
| 9015 | Raw Emerald Crystals - Bundle Bags | 5 | Bundles | none | 0 | RAW | |
| 9028 | New Beginnings Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 9029 | Protection Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 9037 | Stress Relief Crystals - Bundle Bags | 5 | Bundles | none | 0 | none |