Fold 3 - Understanding why coefficient -9940 was selected
Tag: KHAKI
Selected Coefficient: -9940
Taxonomy Path: -0.69.1
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? |
|---|---|---|---|---|---|
| -9940 | 2.014085 | -0.69.1 | -1.69.0 (-(5041 + 69*71)) | Yes | |
| 0 | 2.014085 | 0 | 0 (0) | No | |
| 15692 | 2.014085 | 1.8.3 | 3.8.1 (3*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Boots | No |
| 2928893 | 2.014085 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "KHAKI" tag (processing sequence 111). 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 |
|---|---|---|---|---|---|---|---|
| 9540 | RAPTOR: KHAKI STRETCH LYCRA BOOTS | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | TRAINERS, STRETCH | 2938833 | ANKLE BOOTS | |
| 9537 | CAMINO: KHAKI SUEDE AND SHEARLING BOOTS | 15692 | Apparel & Accessories > Shoes > Boots | none | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | ANKLE BOOTS |
| 9535 | DEMI: KHAKI SUEDE OVER THE KNEE BOOT | 0 | SUEDE | 9940 | none | ||
| 9503 | CLEO: KHAKI, IVORY & GOLD VELCRO SANDALS - COMING SOON | -9940 | GOLD | 0 | SS23, _BADGE_COMING_SOON |