Fold 0 - Understanding why coefficient 25044 was selected
Tag: AOP CLOTHING
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 25044 | 2.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 93695 | 2.000160 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| 992240 | 2.012658 | 0.78.0.2 | 2.0.78.0 (2*79^3 + 78*79) | No |
These are the training products that have the "AOP CLOTHING" tag (processing sequence 463). 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 |
|---|---|---|---|---|---|---|---|
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 992240 | ACCESSORIES | 967196 | SOCKS | ||
| 227 | Rock Candy - Women's Skater Skirt | 93695 | Apparel & Accessories > Clothing > Skirts | none | 68651 | QUARTZ | |
| 14171 | T-Shirt Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS | -25044 | BOTTOMS, SPORTSWEAR |