Fold 1 - Understanding why coefficient 2879602 was selected
Tag: 50-60
Selected Coefficient: 2879602
Taxonomy Path: 0.0.3.5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2879602 | 2.000145 | 0.0.3.5 | 5.3.0.0 (5*83^3 + 3*83^2) | Yes | |
| 0 | 2.000290 | 0 | 0 (0) | No | |
| -2935383 | 4.000000 | -5.8.11.5 | -5.11.8.5 (-(5*83^3 + 11*83^2 + 8*83 + 5)) | No | |
| -2893384 | 4.000000 | -4.0.5.5 | -5.5.0.4 (-(5*83^3 + 5*83^2 + 4)) | No |
These are the training products that have the "50-60" tag (processing sequence 5562). 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 |
|---|---|---|---|---|---|---|---|
| 33443 | Naturino Boy's and Girl's Henntor Canvas Sneakers, Jeans | 2879602 | SIZE-30-M-EU-12-5-M-US-LITTLE-KID | 0 | none | ||
| 33444 | Naturino Girl's Henntor Canvas Sneakers, White | 2879602 | SIZE-30-M-EU-12-5-M-US-LITTLE-KID | 0 | none | ||
| 33445 | Naturino Girl's and Boy's Henntor Canvas Sneakers, Stone | 0 | SIZE-30-M-EU-12-5-M-US-LITTLE-KID | -2879602 | none | ||
| 33521 | Old Soles Girl's and Boy's Wave Sandals - Navy | -2893384 | SIZE-21-M-EU-5-M-US-TODDLER, SIZE-23-M-EU-7-M-US-TODDLER | -5772986 | none | ||
| 33511 | Old Soles Girl's and Boy's Wave Sandals - dusty blue | -2935383 | SIZE-20-M-EU-4-M-US-TODDLER, SIZE-21-M-EU-5-M-US-TODDLER, SIZE-23-M-EU-7-M-US-TODDLER | -5814985 | none |