Fold 1 - Understanding why coefficient -40593 was selected
Tag: ROSE QUARTZ
Selected Coefficient: -40593
Taxonomy Path: -52.3.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -40593 | 2.000000 | -52.3.8 | -8.3.52 (-(8*71^2 + 3*71 + 52)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 5 | 2.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "ROSE QUARTZ" tag (processing sequence 221). 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 |
|---|---|---|---|---|---|---|---|
| 9037 | Stress Relief Crystals - Bundle Bags | 5 | Bundles | none | 40598 | BUNDLES | |
| 9442 | Rose Quartz Charm Necklace - Gold Plated Brass | 0 | CHARM NECKLACE | 40593 | AFFORDABLE, CRYSTAL CHARM | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -40593 | NECKLACE | 0 | none |