Fold 0 - Understanding why coefficient 4 was selected
Tag: BABY SHOES
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 16
Unique residual values tried: 2
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 | 0.024096 | 4 | 4 (4) | Yes | |
| 170 | 0.168675 | 4.2 | 2.4 (2*83 + 4) | No |
These are the training products that have the "BABY SHOES" tag (processing sequence 2368). 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 |
|---|---|---|---|---|---|---|---|
| 6250 | Baby girl gladiator sandals and headband - White | 170 | none | 166 | GIRLS SANDALS | ||
| 6251 | Baby girl gladiator sandals and headband - Pink | 170 | none | 166 | GIRLS SANDALS | ||
| 6253 | Baby girls shoes with velvet tie bow - Silver | 4 | none | 0 | GIRLS SHOES | ||
| 6254 | Baby girls shoes with velvet tie bow - Gold | 4 | none | 0 | GIRLS SHOES | ||
| 6294 | Baby girls shoes with velvet tie bow - Red | 4 | none | 0 | GIRLS SHOES | ||
| 9159 | Baby shoes girl suede moccasins - Grey | 4 | none | 0 | GIRLS SHOES | ||
| 9160 | Baby shoes girl suede moccasins - Dark Brown | 4 | none | 0 | GIRLS SHOES | ||
| 9262 | Baby shoes girl suede moccasins - Dark Grey | 4 | none | 0 | GIRLS SHOES | ||
| 9263 | Baby shoes girl suede moccasins - Blue | 4 | none | 0 | GIRLS SHOES | ||
| 9269 | Baby girl leather boots with bow-knot - Off white | 4 | none | 0 | GIRLS BOOTS, GIRLS SHOES | ||
| 9271 | Baby girl leather boots with bow-knot - Black | 4 | none | 0 | GIRLS BOOTS, GIRLS SHOES | ||
| 9273 | Toddler girl velcro sandals - Yellow | 4 | none | 0 | GIRLS SHOES, GIRLS SANDALS | ||
| 9274 | Toddler girl velcro sandals - Dark Blue | 4 | none | 0 | GIRLS SHOES, GIRLS SANDALS | ||
| 6233 | Girls leather shoes with bow - Black | 4 | none | 0 | GIRLS SHOES | ||
| 9285 | Toddler girl velcro sandals - Black | 4 | none | 0 | GIRLS SHOES, GIRLS SANDALS | ||
| 6234 | Girls leather shoes with bow - Beige | 4 | none | 0 | GIRLS SHOES |