Fold 0 - Understanding why coefficient 4 was selected
Tag: SP22
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 6
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 | 6.000000 | 4 | 4 (4) | Yes | |
| 0 | 6.000145 | 0 | 0 (0) | No | |
| -13778 | 6.000290 | -0.0.2 | -2.0.0 (-(2*83^2)) | No | |
| 41995 | 7.000145 | 80.7.6 | 6.7.80 (6*83^2 + 7*83 + 80) | No | |
| 55773 | 7.000145 | 80.7.8 | 8.7.80 (8*83^2 + 7*83 + 80) | No | |
| 41999 | 8.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No |
These are the training products that have the "SP22" tag (processing sequence 4246). 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 |
|---|---|---|---|---|---|---|---|
| 33477 | Naturino Falcotto Girl's Salazar Sneaker Shoes - Cipria/Gold/Milk | 55773 | SIZE-21-M-EU-5-M-US-TODDLER | 55769 | none | ||
| 33481 | Naturino Falcotto Boy's Bea Sandals - Navy/Red | 41999 | none | 41995 | 9-5-M-US-TODDLER, 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 | 41995 | SIZE-21-M-EU-5-M-US-TODDLER | 41991 | 9-5-M-US-TODDLER, SIZE-19-M-EU-3-5-M-US-TODDLER, GIRLS SANDALS, SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33531 | Old Soles Girl's 6152 Rainbow Jump Sneakers - Snow/Pearlised Pink/Silver/Pink Frost | 4 | none | 0 | none | ||
| 33476 | Naturino Falcotto Girl's Salazar Sneaker Shoes - White/Pink/Caraibi | 4 | none | 0 | none | ||
| 33475 | Naturino Falcotto Girl's Salazar Sneaker Shoes - White/Pink/Papaia | 4 | none | 0 | none | ||
| 33480 | Naturino Falcotto Girl's Bea Suede Sandals - Petunia, Milk, Platinum | 0 | SIZE-21-M-EU-5-M-US-TODDLER | -4 | 9-5-M-US-TODDLER, GIRLS SANDALS, SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33457 | Naturino Falcotto Girl's Alby Fisherman Sandals - Clay/Salmon | 0 | SIZE-21-M-EU-5-M-US-TODDLER | -4 | SIZE-19-M-EU-3-5-M-US-TODDLER, GIRLS SANDALS, SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33526 | Old Soles 551 Girl's Harlequin Sandal, Silver/Glam Argent | -13778 | 23-M-EU | -13782 | GIRLS SANDALS |