Fold 4 - Understanding why coefficient -13778 was selected
Tag: 10-M-US-TODDLER
Selected Coefficient: -13778
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -13778 | 4.000145 | -0.0.2 | -2.0.0 (-(2*83^2)) | Yes | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| 55777 | 4.000145 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | No | |
| 55781 | 4.000145 | 5.8.8 | 8.8.5 (8*83^2 + 8*83 + 5) | No | |
| 2935379 | 4.000145 | 1.8.11.5 | 5.11.8.1 (5*83^3 + 11*83^2 + 8*83 + 1) | No | |
| 2935383 | 4.000145 | 5.8.11.5 | 5.11.8.5 (5*83^3 + 11*83^2 + 8*83 + 5) | No |
These are the training products that have the "10-M-US-TODDLER" tag (processing sequence 4606). 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 |
|---|---|---|---|---|---|---|---|
| 33533 | Old Soles Girl's 6134 Plats Shoes, Pink Frost/Silver | 2935383 | SIZE-23-M-EU-7-M-US-TODDLER | 2949161 | none | ||
| 33493 | Old Soles Boy's 6156 Low Roller Sneakers - Petrol/Snow | 2935379 | none | 2949157 | none | ||
| 33492 | Old Soles Girl's 6157 Sneaky Rainbow High-Top Sneakers - Snow/Bright Red/Pearlized Pink/Silver | 55781 | SIZE-23-M-EU-7-M-US-TODDLER | 69559 | SIZE-36-M-EU-4-M-US-BIG-KID | ||
| 33494 | Old Soles Girl's and Boy's 6156 Low Roller Sneakers - Snow/Navy | 55777 | none | 69555 | none | ||
| 33535 | Old Soles Girl's 6134 Plats Shoes, Snow/Silver | 0 | 23-M-EU | 13778 | none | ||
| 33526 | Old Soles 551 Girl's Harlequin Sandal, Silver/Glam Argent | -13778 | 23-M-EU | 0 | none |