Fold 0 - Understanding why coefficient -4 was selected
Tag: 9-5-M-US-TODDLER
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 | |
| 41991 | 3.000000 | 76.7.6 | 6.7.76 (6*83^2 + 7*83 + 76) | No | |
| 41995 | 3.000000 | 80.7.6 | 6.7.80 (6*83^2 + 7*83 + 80) | No | |
| 2879602 | 3.000000 | 0.0.3.5 | 5.3.0.0 (5*83^3 + 3*83^2) | No |
These are the training products that have the "9-5-M-US-TODDLER" tag (processing sequence 4676). 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 |
|---|---|---|---|---|---|---|---|
| 33442 | Naturino Boy's and Girl's Minds Sneakers - Black/White | 2879602 | SIZE-30-M-EU-12-5-M-US-LITTLE-KID | 2879606 | none | ||
| 33481 | Naturino Falcotto Boy's Bea Sandals - Navy/Red | 41995 | SP22 | 41999 | SIZE-19-M-EU-3-5-M-US-TODDLER, SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33482 | Naturino Falcotto Girl's Bea Sandals - Pink/Lavender | 41991 | SIZE-21-M-EU-5-M-US-TODDLER, SP22 | 41995 | SIZE-19-M-EU-3-5-M-US-TODDLER, GIRLS SANDALS, SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33480 | Naturino Falcotto Girl's Bea Suede Sandals - Petunia, Milk, Platinum | -4 | SIZE-21-M-EU-5-M-US-TODDLER, SP22 | 0 | GIRLS SANDALS, SIZE-20-M-EU-4-5-M-US-TODDLER |