Fold 2 - Understanding why coefficient -4 was selected
Tag: 50-60
Selected Coefficient: -4
Taxonomy Path: -4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -4 | 3.000000 | -4 | -4 (-(4)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 41995 | 3.000000 | 80.7.6 | 6.7.80 (6*83^2 + 7*83 + 80) | No | |
| 41999 | 3.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No |
These are the training products that have the "50-60" tag (processing sequence 4663). 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 |
|---|---|---|---|---|---|---|---|
| 33521 | Old Soles Girl's and Boy's Wave Sandals - Navy | 41999 | none | 42003 | SIZE-23-M-EU-7-M-US-TODDLER | ||
| 33522 | Old Soles Girl's 3007 Ruffley Sandal - Copper | 41995 | SIZE-20-M-EU-4-M-US-TODDLER | 41999 | SIZE-23-M-EU-7-M-US-TODDLER | ||
| 33530 | Old Soles Girl's 0065 Rainbow Bambini Sandals - Snow/Pearlized Pink/Silver/Bright Red | 0 | SIZE-20-M-EU-4-M-US-TODDLER | 4 | SIZE-23-M-EU-7-M-US-TODDLER | ||
| 33445 | Naturino Girl's and Boy's Henntor Canvas Sneakers, Stone | -4 | SIZE-30-M-EU-12-5-M-US-LITTLE-KID, SIZE-25-M-EU-8-M-US-TODDLER | 0 | none |