Fold 1 - Understanding why coefficient -4304232 was selected
Tag: DAINTY
Selected Coefficient: -4304232
Taxonomy Path: -70.59.1.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4304232 | 2.014085 | -70.59.1.12 | -12.1.59.70 (-(12*71^3 + 5041 + 59*71 + 70)) | Yes | |
| 15550 | 2.014085 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 56305 | 2.014085 | 2.12.11 | 11.12.2 (11*71^2 + 12*71 + 2) | No | |
| 2606696 | 2.014085 | 2.7.20.7 | 7.20.7.2 (7*71^3 + 20*71^2 + 7*71 + 2) | No |
These are the training products that have the "DAINTY" tag (processing sequence 638). 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 | 2606696 | CITRINE, BRIOLETTE, CIRCLE | 6910928 | GEMSTONES, PERFECT, HANDMADE | ||
| 257 | Faceted Citrine Drop Necklace | 56305 | CITRINE, BRIOLETTE, COACHELLA | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | PERFECT, HANDMADE | |
| 251 | Citrine Cluster Earrings | 15550 | Apparel & Accessories > Jewelry > Bracelets | EARRINGS, CITRINE, BRIOLETTE, COACHELLA | 4319782 | PERFECT, HANDMADE | |
| 269 | Howlite Rectangle Mixed Chain Necklace | -4304232 | WHITE, COACHELLA | 0 | none |