Fold 3 - Understanding why coefficient -69555 was selected
Tag: BOYS SANDALS
Selected Coefficient: -69555
Taxonomy Path: -1.8.10
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? |
|---|---|---|---|---|---|
| -69555 | 6.000000 | -1.8.10 | -10.8.1 (-(10*83^2 + 8*83 + 1)) | Yes | |
| 41995 | 7.000000 | 80.7.6 | 6.7.80 (6*83^2 + 7*83 + 80) | No | |
| -2893380 | 7.000145 | -0.0.5.5 | -5.5.0.0 (-(5*83^3 + 5*83^2)) | No | |
| 0 | 7.000145 | 0 | 0 (0) | No | |
| -4 | 8.000000 | -4 | -4 (-(4)) | No | |
| 41991 | 8.000000 | 76.7.6 | 6.7.76 (6*83^2 + 7*83 + 76) | No |
These are the training products that have the "BOYS SANDALS" tag (processing sequence 4290). 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 | 41995 | SIZE-21-M-EU-5-M-US-TODDLER | 111550 | SIZE-23-M-EU-7-M-US-TODDLER | ||
| 33462 | Naturino Falcotto Boy's Crockin Sandals - Navy/Yellow | 41995 | SIZE-21-M-EU-5-M-US-TODDLER | 111550 | SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33481 | Naturino Falcotto Boy's Bea Sandals - Navy/Red | 41991 | SIZE-19-M-EU-3-5-M-US-TODDLER, SP22 | 111546 | SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33500 | Old Soles Boy's 4078 Marching Pave Shoes - Navy/Gris/Navy/Neon Green | 0 | SIZE-21-M-EU-5-M-US-TODDLER | 69555 | SIZE-23-M-EU-7-M-US-TODDLER | ||
| 33511 | Old Soles Girl's and Boy's Wave Sandals - dusty blue | -4 | SIZE-20-M-EU-4-M-US-TODDLER, SIZE-21-M-EU-5-M-US-TODDLER | 69551 | SIZE-23-M-EU-7-M-US-TODDLER | ||
| 9272 | Toddler girl velcro sandals - Pink | -69555 | BABY SHOES, GIRLS SHOES | 0 | none | ||
| 9274 | Toddler girl velcro sandals - Dark Blue | -69555 | BABY SHOES, GIRLS SHOES | 0 | none | ||
| 9273 | Toddler girl velcro sandals - Yellow | -69555 | BABY SHOES, GIRLS SHOES | 0 | none | ||
| 33446 | Naturino Boy's and Girl's Sky Sandals, Navy/Azure/Celeste | -2893380 | SIZE-31-M-EU-13-M-US-LITTLE-KID | -2823825 | SIZE-35-M-EU-3-5-M-US-BIG-KID |