Fold 1 - Understanding why coefficient -40755 was selected
Tag: BRIOLETTE
Selected Coefficient: -40755
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -40755 | 2.000000 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRIOLETTE" tag (processing sequence 521). 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 |
|---|---|---|---|---|---|---|---|
| 250 | Charmed Mandala Necklace | 0 | CITRINE | 40755 | Apparel & Accessories > Jewelry > Necklaces | CIRCLE, DAINTY, GEMSTONES, PERFECT, HANDMADE | |
| 257 | Faceted Citrine Drop Necklace | 0 | CITRINE | 40755 | Apparel & Accessories > Jewelry > Necklaces | COACHELLA, DAINTY, PERFECT, HANDMADE | |
| 251 | Citrine Cluster Earrings | -40755 | EARRINGS, CITRINE | 0 | COACHELLA, DAINTY, PERFECT, HANDMADE | ||
| 259 | Golden Wreath Earrings | -40755 | EARRINGS, CITRINE | 0 | CIRCLE, GEMSTONES |