Fold 2 - Understanding why coefficient 5 was selected
Tag: AMETHYST
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 4
Unique residual values tried: 3
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 | 2.000000 | 5 | 5 (5) | Bundles | Yes |
| -368220 | 3.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "AMETHYST" tag (processing sequence 204). 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 |
|---|---|---|---|---|---|---|---|
| 9029 | Protection Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 9037 | Stress Relief Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 379 | ROSANNE PUGLIESE 18K & GEOMETRIC VIOLET AMETHYST PENDANT ON 22K CHAIN | 0 | PENDANT | -5 | none | ||
| 271 | Intention Bracelet (Large) | -368220 | BRACELET, GIFT | -368225 | ALYCIÆNGEL, COACHELLA, MOONSTONE, CITRINE |