Fold 1 - Understanding why coefficient -556175 was selected
Tag: BRIOLETTE
Selected Coefficient: -556175
Taxonomy Path: -15.9.10.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -556175 | 3.000000 | -15.9.10.1 | -1.10.9.15 (-(493039 + 10*79^2 + 9*79 + 15)) | Yes | |
| -50403 | 4.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 11046029 | 4.000000 | 12.72.31.22 | 22.31.72.12 (22*79^3 + 31*79^2 + 72*79 + 12) | No |
These are the training products that have the "BRIOLETTE" tag (processing sequence 869). 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 | 11046029 | NECKLACE, CITRINE, GIFT, ADJUSTABLE, ALYCIÆNGEL, BOHO | 11602204 | COACHELLA | ||
| 257 | Faceted Citrine Drop Necklace | 0 | NECKLACE, CITRINE, GIFT, ADJUSTABLE | 556175 | COACHELLA | ||
| 259 | Golden Wreath Earrings | -50403 | EARRINGS, CITRINE | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | FESTIVE | |
| 250 | Charmed Mandala Necklace | -556175 | NECKLACE, CITRINE, GIFT | 0 | none | ||
| 251 | Citrine Cluster Earrings | -556175 | EARRINGS, CITRINE, GIFT | 0 | COACHELLA |