Fold 2 - Understanding why coefficient 20236 was selected
Tag: LADIES DRESS
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -2908657 | 2.000198 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No | |
| 0 | 2.000198 | 0 | 0 (0) | No |
These are the training products that have the "LADIES DRESS" tag (processing sequence 1559). 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 |
|---|---|---|---|---|---|---|---|
| 5585 | Marble- Maxi Curvy Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 5650 | EVERGREEN BABY DOLL POPULUM OVERSIZE TIERE ! | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 9597 | Deep Roots Black Floral Print Dress | 0 | 2023LAUNCH, FLORAL DRESS | -20236 | MIDI DRESS | ||
| 9695 | A Lasting Style Ivory Solid Midi Dress | -2908657 | 2023LAUNCH | -2928893 | MIDI DRESS |