Fold 4 - Understanding why coefficient 4 was selected
Tag: BABY SHOES
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
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 | 0.014085 | 4 | 4 (4) | Baby & Toddler | Yes |
| 146 | 0.211268 | 4.2 | 2.4 (2*71 + 4) | Baby & Toddler > Baby Gift Sets | No |
These are the training products that have the "BABY SHOES" tag (processing sequence 689). 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 |
|---|---|---|---|---|---|---|---|
| 6252 | Baby girl gladiator sandals and headband - Black | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | GIRLS SANDALS | |
| 6234 | Girls leather shoes with bow - Beige | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 6254 | Baby girls shoes with velvet tie bow - Gold | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 6294 | Baby girls shoes with velvet tie bow - Red | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 6295 | Baby girls shoes with velvet tie bow - Black | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9159 | Baby shoes girl suede moccasins - Grey | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9160 | Baby shoes girl suede moccasins - Dark Brown | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9262 | Baby shoes girl suede moccasins - Dark Grey | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9263 | Baby shoes girl suede moccasins - Blue | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9269 | Baby girl leather boots with bow-knot - Off white | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9270 | Baby girl leather boots with bow-knot - Brown | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9271 | Baby girl leather boots with bow-knot - Black | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9272 | Toddler girl velcro sandals - Pink | 4 | Baby & Toddler | none | 0 | GIRLS SANDALS, GIRLS SHOES | |
| 9273 | Toddler girl velcro sandals - Yellow | 4 | Baby & Toddler | none | 0 | GIRLS SANDALS, GIRLS SHOES | |
| 6233 | Girls leather shoes with bow - Black | 4 | Baby & Toddler | none | 0 | GIRLS SHOES | |
| 9285 | Toddler girl velcro sandals - Black | 4 | Baby & Toddler | none | 0 | GIRLS SANDALS, GIRLS SHOES |