Fold 0 - Understanding why coefficient -31205 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -31205
Taxonomy Path: -0.0.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -31205 | 3.000000 | -0.0.5 | -5.0.0 (-(5*79^2)) | Yes | |
| -4530538 | 5.000000 | -46.73.14.9 | -9.14.73.46 (-(9*79^3 + 14*79^2 + 73*79 + 46)) | No | |
| 11 | 5.000000 | 11 | 11 (11) | Gift Cards | No |
| 1466965 | 5.000000 | 14.4.77.2 | 2.77.4.14 (2*79^3 + 77*79^2 + 4*79 + 14) | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 442). 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 |
|---|---|---|---|---|---|---|---|
| 272 | Rise Above Multi Strand Necklace | 1466965 | CITRINE, NECKLACE, ADJUSTABLE | 1498170 | BRIOLETTE | ||
| 258 | Give the gift of choice! | 11 | Gift Cards | none | 31216 | GIFT CARD | |
| 270 | Intention Bracelet (Small) | -31205 | CITRINE | 0 | none | ||
| 271 | Intention Bracelet (Large) | -31205 | CITRINE | 0 | none | ||
| 294 | Farm Sanctuary Intention Bracelet | -31205 | GOLD | 0 | GLASS | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -4530538 | NECKLACE, PINK, ADJUSTABLE | -4499333 | HEALTH |