Fold 1 - Understanding why coefficient 30815 was selected
Tag: SANDALS
Selected Coefficient: 30815
Taxonomy Path: 1.8.6
Taxonomy Name: Apparel & Accessories > Shoes > Sandals
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 30815 | 3.000000 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | Yes |
| -2898078 | 12.000000 | -0.64.6.8 | -8.6.64.0 (-(8*71^3 + 6*71^2 + 64*71)) | No |
These are the training products that have the "SANDALS" tag (processing sequence 27). 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 |
|---|---|---|---|---|---|---|---|
| 10245 | BORN Crown Fisherman Sandals | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | BROWN | |
| 9385 | Yiska Fuchsia Sandal | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9437 | Limit Black Sandal | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9472 | MOLI: KHAKI SUEDE STUDDED SANDALS | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | SS22 | |
| 9568 | Ahoy Peach Leopard Flip Flop | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9766 | Magic Light Pink Suede Platform Sandal | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 353 | Standing Tall Square Toe Block Heel Sandals in Taupe | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | HEELS | |
| 9493 | TAVIRA: IVORY CHUNKY GLADIATOR SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | IVORY | |
| 9515 | Dalia Sage Sandal | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | none | |
| 9525 | MOLI: LEOPARD PRINT SUEDE SANDALS | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | LEOPARD, ANIMAL | |
| 9531 | TROPICANA: RAINBOW MULTI METALLIC ESPADRILLE WEDGE | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | none | |
| 9554 | Banques Bone Sandal Wedge | 30815 | Apparel & Accessories > Shoes > Sandals | none | 0 | WEDGES & HEELS | |
| 9492 | MIRA: BLACK SLIP ON WEDGE SANDALS | -2898078 | BLACK | -2928893 | _BADGE_NEW_IN_ | ||
| 9569 | Azul White Sandal | -2898078 | WHITE | -2928893 | 2023LAUNCH | ||
| 9494 | TAVIRA: BLACK CHUNKY GLADIATOR SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | -2898078 | BLACK | -2928893 | none |