Fold 2 - Understanding why coefficient 3482874 was selected
Tag: WALLETS
Selected Coefficient: 3482874
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: 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? |
|---|---|---|---|---|---|
| 3482874 | 1.000000 | 1.5.5.7 | 7.5.5.1 (7*79^3 + 5*79^2 + 5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "WALLETS" tag (processing sequence 2205). 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 |
|---|---|---|---|---|---|---|---|
| 5678 | Calvin Klein Men's Leather RFID Minimalist Bifold Wallet | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 0 | none | |
| 5726 | VISOUL Men’s Leather Long Checkbook Bifold Wallets with RFID Blocking, Carbon Fiber Leather Tall Wallets for Men (Black+Burgundy) | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 0 | none | |
| 11407 | Genuine Leather Wallet | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 0 | none | |
| 17154 | Mother's Day Wallets, Leather Wallet, Personalized wallets, Monogrammed wallets, gifts for her, girlfriend gifts, birthday gift, mom gifts | 0 | MOTHER'S DAY GIFT | -3482874 | none |