Fold 4 - Understanding why coefficient 38079 was selected
Tag: SANDALS
Selected Coefficient: 38079
Taxonomy Path: 1.8.6
Taxonomy Name: Apparel & Accessories > Shoes > Sandals
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| 38079 | 2.000000 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | Yes |
| -3987446 | 14.000000 | -0.72.6.8 | -8.6.72.0 (-(8*79^3 + 6*79^2 + 72*79)) | No |
These are the training products that have the "SANDALS" tag (processing sequence 79). 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 |
|---|---|---|---|---|---|---|---|
| 353 | Standing Tall Square Toe Block Heel Sandals in Taupe | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | HEELS | |
| 9385 | Yiska Fuchsia Sandal | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9392 | Yiska Black Sandal | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9435 | Scalene Fuchsia Sandal | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9437 | Limit Black Sandal | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9766 | Magic Light Pink Suede Platform Sandal | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 10245 | BORN Crown Fisherman Sandals | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | none | |
| 9493 | TAVIRA: IVORY CHUNKY GLADIATOR SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | SS23 | |
| 9494 | TAVIRA: BLACK CHUNKY GLADIATOR SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | SS23 | |
| 9525 | MOLI: LEOPARD PRINT SUEDE SANDALS | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | ANIMAL | |
| 9554 | Banques Bone Sandal Wedge | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | WEDGES & HEELS | |
| 9568 | Ahoy Peach Leopard Flip Flop | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH | |
| 9569 | Azul White Sandal | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | WHITE, 2023LAUNCH | |
| 9724 | Magic White Sandal | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | 2023LAUNCH, WEDGES & HEELS | |
| 9472 | MOLI: KHAKI SUEDE STUDDED SANDALS | -3987446 | GREEN | -4025525 | SS22 | ||
| 9515 | Dalia Sage Sandal | -3987446 | GREEN | -4025525 | SAGE |