Fold 3 - Understanding why coefficient 69555 was selected
Tag: GIRLS SHOES
Selected Coefficient: 69555
Taxonomy Path: 1.8.10
Taxonomy Name:
Products with this tag: 32
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 | 18.001016 | 1.8.10 | 10.8.1 (10*83^2 + 8*83 + 1) | Yes | |
| 62666 | 18.001452 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No | |
| 14443 | 18.001597 | 1.8.2 | 2.8.1 (2*83^2 + 8*83 + 1) | Apparel & Accessories > Shoes > Baby & Toddler Shoes | No |
| 0 | 19.000000 | 0 | 0 (0) | No | |
| 4 | 29.000000 | 4 | 4 (4) | No | |
| -21332 | 30.000000 | -1.8.3 | -3.8.1 (-(3*83^2 + 8*83 + 1)) | No |
These are the training products that have the "GIRLS SHOES" tag (processing sequence 4261). 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 |
|---|---|---|---|---|---|---|---|
| 9298 | Low heeled girl's party shoes with bow-knot - Gold | 69555 | none | 0 | none | ||
| 6394 | Little girl princess shoes - Gold | 69555 | none | 0 | none | ||
| 6396 | Girls sparkly shoes with heels - Red | 69555 | none | 0 | none | ||
| 6616 | Girls sparkly shoes with heels - Black | 69555 | none | 0 | none | ||
| 6617 | Girls sparkly shoes with heels - Purple | 69555 | none | 0 | none | ||
| 6626 | Girls sparkly shoes with heels - Pink | 69555 | none | 0 | none | ||
| 6668 | Girls sparkly shoes with heels - Silver | 69555 | none | 0 | none | ||
| 6144 | Sparkly rhinestone girls dress shoes - Black | 62666 | none | -6889 | none | ||
| 6170 | Sparkly rhinestone girls dress shoes - Silver | 62666 | none | -6889 | none | ||
| 9290 | Low heeled girl's party shoes with bow-knot - Silver | 62666 | none | -6889 | none | ||
| 5771 | Sparkly rhinestone girls dress shoes - Pink | 62666 | none | -6889 | none | ||
| 6213 | Girl patent leather shoes - White | 14443 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -55112 | none | |
| 5741 | Girls leather shoes with polka dot bow - Black | 14443 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -55112 | none | |
| 6392 | Little girl princess shoes - Pink | 14443 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -55112 | none | |
| 9286 | Toddler girl sandals with bow-knot - Stripe | 4 | none | -69551 | none | ||
| 9287 | Toddler girl sandals with bow-knot - Navy Blue | 4 | none | -69551 | none | ||
| 9288 | Toddler girl sandals with bow-knot - Denim | 4 | none | -69551 | none | ||
| 9273 | Toddler girl velcro sandals - Yellow | 0 | BABY SHOES | -69555 | BOYS SANDALS | ||
| 6234 | Girls leather shoes with bow - Beige | 0 | BABY SHOES | -69555 | none | ||
| 6254 | Baby girls shoes with velvet tie bow - Gold | 0 | BABY SHOES | -69555 | none | ||
| 6294 | Baby girls shoes with velvet tie bow - Red | 0 | BABY SHOES | -69555 | none | ||
| 6295 | Baby girls shoes with velvet tie bow - Black | 0 | BABY SHOES | -69555 | none | ||
| 9274 | Toddler girl velcro sandals - Dark Blue | 0 | BABY SHOES | -69555 | BOYS SANDALS | ||
| 9159 | Baby shoes girl suede moccasins - Grey | 0 | BABY SHOES | -69555 | none | ||
| 9160 | Baby shoes girl suede moccasins - Dark Brown | 0 | BABY SHOES | -69555 | none | ||
| 9262 | Baby shoes girl suede moccasins - Dark Grey | 0 | BABY SHOES | -69555 | none | ||
| 9263 | Baby shoes girl suede moccasins - Blue | 0 | BABY SHOES | -69555 | none | ||
| 9272 | Toddler girl velcro sandals - Pink | 0 | BABY SHOES | -69555 | BOYS SANDALS | ||
| 6233 | Girls leather shoes with bow - Black | 0 | BABY SHOES | -69555 | none | ||
| 6253 | Baby girls shoes with velvet tie bow - Silver | 0 | BABY SHOES | -69555 | none | ||
| 9270 | Baby girl leather boots with bow-knot - Brown | -21332 | BABY SHOES, GIRLS BOOTS | -90887 | none | ||
| 9269 | Baby girl leather boots with bow-knot - Off white | -21332 | BABY SHOES, GIRLS BOOTS | -90887 | none |