Fold 0 - Understanding why coefficient 35714 was selected
Tag: NEW-ARRIVALS
Selected Coefficient: 35714
Taxonomy Path: 1.6.7
Taxonomy Name: Apparel & Accessories > Jewelry > Jewelry Sets
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 35714 | 0.014085 | 1.6.7 | 7.6.1 (7*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Jewelry Sets | Yes |
| 2530938 | 0.014085 | 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 |
These are the training products that have the "NEW-ARRIVALS" tag (processing sequence 1753). 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 |
|---|---|---|---|---|---|---|---|
| 5726 | VISOUL Men’s Leather Long Checkbook Bifold Wallets with RFID Blocking, Carbon Fiber Leather Tall Wallets for Men (Black+Burgundy) | 2530938 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 2495224 | PRE-ORDER | |
| 5677 | Anne Klein Women's AK/3284LPST Blush Pink and Rose Gold-Tone Bangle Watch and Swarovski Crystal Accented Bracelet Set | 35714 | Apparel & Accessories > Jewelry > Jewelry Sets | none | 0 | none |