Fold 1 - Understanding why coefficient 40755 was selected
Tag: GEMSTONES
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 40755 | 4.028169 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 2565941 | 4.028169 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 6910928 | 4.028169 | 1.67.21.19 | 19.21.67.1 (19*71^3 + 21*71^2 + 67*71 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 25190 | 6.000000 | 56.70.4 | 4.70.56 (4*71^2 + 70*71 + 56) | No | |
| 2591308 | 6.000000 | 21.3.17.7 | 7.17.3.21 (7*71^3 + 17*71^2 + 3*71 + 21) | No |
These are the training products that have the "GEMSTONES" tag (processing sequence 787). 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 | 6910928 | CITRINE, BRIOLETTE, CIRCLE, DAINTY | 6870173 | PERFECT, HANDMADE | ||
| 228 | St Christopher Medal Rose Quartz Necklace | 2591308 | ALYCIÆNGEL, CIRCLE | 2550553 | none | ||
| 259 | Golden Wreath Earrings | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | EARRINGS, CITRINE, BRIOLETTE, CIRCLE | 2525186 | none | |
| 1467 | Aquamarine Trapeze | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 294 | Farm Sanctuary Intention Bracelet | 25190 | GOLD, ALYCIÆNGEL, BRACELET | -15565 | HANDMADE | ||
| 270 | Intention Bracelet (Small) | 0 | CITRINE, ALYCIÆNGEL, BRACELET, COACHELLA | -40755 | PERFECT | ||
| 271 | Intention Bracelet (Large) | 0 | CITRINE, ALYCIÆNGEL, BRACELET, COACHELLA | -40755 | PERFECT |