Fold 1 - Understanding why coefficient 2530938 was selected
Tag: NAVY
Selected Coefficient: 2530938
Taxonomy Path: 1.5.5.7
Taxonomy Name: Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 2530938 | 0.028169 | 1.5.5.7 | 7.5.5.1 (7*71^3 + 5*71^2 + 5*71 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | Yes |
| 20236 | 0.042254 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 30389 | 0.042254 | 1.2.6 | 6.2.1 (6*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
These are the training products that have the "NAVY" tag (processing sequence 34). 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 |
|---|---|---|---|---|---|---|---|
| 5689 | Tommy Hilfiger Men's Leather Wallet 31TL22X063 Bifold with 6 Credit Card Pockets and Removable ID Window, Navy Cambridge | 2530938 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 0 | MEN, PRE-ORDER | |
| 5733 | Tommy Hilfiger Men's 31TL140002 Leather Wallet – Slim Bifold Navy | 2530938 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 0 | MEN | |
| 5611 | Tommy Hilfiger 11TL02X178 Men's Casual Belt Navy, Size 42 | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | -2500549 | none | |
| 994 | Kristen -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | -2510702 | BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES, FEMININE DRESS, RIXO DRESSES |