Fold 0 - Understanding why coefficient -397955 was selected
Tag: WALLET
Selected Coefficient: -397955
Taxonomy Path: -0.67.7.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -397955 | 4.000006 | -0.67.7.1 | -1.7.67.0 (-(357911 + 7*71^2 + 67*71)) | Yes | |
| 317867 | 4.000006 | 0.4.63 | 63.4.0 (63*71^2 + 4*71) | No | |
| 2530938 | 4.014085 | 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 | No |
| 30673 | 4.042254 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "WALLET" tag (processing sequence 56). 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 |
|---|---|---|---|---|---|---|---|
| 6662 | Nifteen London Billfold Taffeta Wallet With Coin Purse | 2530938 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 5717 | Nautica Women's Perfect Carry-All Money Manager Rfid Blocking Wallet Red | 2530938 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | WOMEN |
| 6663 | Nifteen London Billfold Wallet With Coin Pocket | 2530938 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 5689 | Tommy Hilfiger Men's Leather Wallet 31TL22X063 Bifold with 6 Credit Card Pockets and Removable ID Window, Navy Cambridge | 317867 | NAVY | 715822 | MEN, PRE-ORDER | ||
| 5733 | Tommy Hilfiger Men's 31TL140002 Leather Wallet – Slim Bifold Navy | 317867 | NAVY | 715822 | MEN | ||
| 10255 | MICHAEL KORS Wallet on chain crossbody bag | 30673 | Apparel & Accessories > Jewelry > Earrings | SILVER | 428628 | BAG | |
| 5734 | Tommy Hilfiger Men's Genuine Leather Trifold 31TL110045 Wallet - Deep Black | -397955 | BLACK | 0 | MEN | ||
| 5723 | Tommy Hilfiger 31TL22X046 Men's Leather Dore Passcase Billfold Wallet Black | -397955 | BLACK | 0 | MEN |