Fold 1 - Understanding why coefficient -397955 was selected
Tag: NEW-ARRIVALS
Selected Coefficient: -397955
Taxonomy Path: -0.67.7.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -397955 | 1.014085 | -0.67.7.1 | -1.7.67.0 (-(357911 + 7*71^2 + 67*71)) | Yes | |
| 0 | 1.014085 | 0 | 0 (0) | No | |
| 2530938 | 2.000000 | 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 1761). 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 | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | PRE-ORDER |
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | 0 | SILVER, ROUND, CASUAL, ANALOG, WOMEN, MULTICOLOR | 397955 | none | ||
| 5678 | Calvin Klein Men's Leather RFID Minimalist Bifold Wallet | -397955 | MEN | 0 | none |