Fold 1 - Understanding why coefficient 178 was selected
Tag: GEMSTONES
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 178 | 5.012658 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| -31185 | 5.025316 | -59.78.4 | -4.78.59 (-(4*79^2 + 78*79 + 59)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -362229 | 7.000000 | -14.3.58 | -58.3.14 (-(58*79^2 + 3*79 + 14)) | No | |
| -100628 | 7.000000 | -61.9.16 | -16.9.61 (-(16*79^2 + 9*79 + 61)) | No | |
| -19198 | 7.000000 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | No |
These are the training products that have the "GEMSTONES" tag (processing sequence 3765). 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 |
|---|---|---|---|---|---|---|---|
| 270 | Intention Bracelet (Small) | 178 | Religious & Ceremonial > Religious Items | CHARM, BRACELET, PYRITE, FESTIVALLIFE, ONYX, SMOKY QUARTZ, COACHELLA, EVERYDAY, CARNELIAN | 0 | none | |
| 271 | Intention Bracelet (Large) | 178 | Religious & Ceremonial > Religious Items | CHARM, BRACELET, PYRITE, FESTIVALLIFE, ONYX, SMOKY QUARTZ, COACHELLA, EVERYDAY, CARNELIAN | 0 | none | |
| 1467 | Aquamarine Trapeze | 0 | NECKLACES | -178 | none | ||
| 272 | Rise Above Multi Strand Necklace | 0 | DAINTY, NECKLACE, FESTIVALLIFE, COACHELLA, EVERYDAY | -178 | none | ||
| 294 | Farm Sanctuary Intention Bracelet | -19198 | CHARM, BRACELET, FESTIVALLIFE, EVERYDAY | -19376 | none | ||
| 10197 | VIP Jewellery Design Experience! | -31185 | ENGAGEMENT RINGS | -31363 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -100628 | NECKLACE, EVERYDAY | -100806 | HEALTH | ||
| 259 | Golden Wreath Earrings | -362229 | EARRINGS, FESTIVE | -362407 | none |