Fold 3 - Understanding why coefficient 20236 was selected
Tag: NAVY
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 20236 | 1.014085 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 30389 | 1.014085 | 1.2.6 | 6.2.1 (6*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "NAVY" tag (processing sequence 60). 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 |
|---|---|---|---|---|---|---|---|
| 5611 | Tommy Hilfiger 11TL02X178 Men's Casual Belt Navy, Size 42 | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | 10153 | none | |
| 994 | Kristen -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES, MAXI DRESSES | |
| 5689 | Tommy Hilfiger Men's Leather Wallet 31TL22X063 Bifold with 6 Credit Card Pockets and Removable ID Window, Navy Cambridge | 0 | WALLET | -20236 | MEN, PRE-ORDER |