Fold 4 - Understanding why coefficient 50979 was selected
Tag: GIRLS SHOES
Selected Coefficient: 50979
Taxonomy Path: 1.8.10
Taxonomy Name: Apparel & Accessories > Shoes > Heels
Products with this tag: 37
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 50979 | 18.002380 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | Yes |
| 10651 | 18.002579 | 1.8.2 | 2.8.1 (2*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Baby & Toddler Shoes | No |
| 45938 | 18.002579 | 1.8.9 | 9.8.1 (9*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Flats | No |
| 0 | 22.000000 | 0 | 0 (0) | No | |
| -4 | 34.000000 | -4 | -4 (-(4)) | No |
These are the training products that have the "GIRLS SHOES" tag (processing sequence 1288). 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 |
|---|---|---|---|---|---|---|---|
| 6626 | Girls sparkly shoes with heels - Pink | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 6616 | Girls sparkly shoes with heels - Black | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 6396 | Girls sparkly shoes with heels - Red | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 6394 | Little girl princess shoes - Gold | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 6393 | Little girl princess shoes - Silver | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 6668 | Girls sparkly shoes with heels - Silver | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 6669 | Girls sparkly shoes with heels - Gold | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 9290 | Low heeled girl's party shoes with bow-knot - Silver | 45938 | Apparel & Accessories > Shoes > Flats | none | -5041 | none | |
| 5771 | Sparkly rhinestone girls dress shoes - Pink | 45938 | Apparel & Accessories > Shoes > Flats | none | -5041 | none | |
| 6144 | Sparkly rhinestone girls dress shoes - Black | 45938 | Apparel & Accessories > Shoes > Flats | none | -5041 | none | |
| 6170 | Sparkly rhinestone girls dress shoes - Silver | 45938 | Apparel & Accessories > Shoes > Flats | none | -5041 | none | |
| 6215 | Girl patent leather shoes - Pink | 45938 | Apparel & Accessories > Shoes > Flats | none | -5041 | none | |
| 9289 | Low heeled girl's party shoes with bow-knot - Pink | 45938 | Apparel & Accessories > Shoes > Flats | none | -5041 | none | |
| 6213 | Girl patent leather shoes - White | 10651 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -40328 | none | |
| 6395 | Little girl princess shoes - Blue | 10651 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -40328 | none | |
| 6232 | Girl patent leather shoes - Black | 10651 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -40328 | none | |
| 6214 | Girl patent leather shoes - Dark pink | 10651 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -40328 | none | |
| 6392 | Little girl princess shoes - Pink | 10651 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -40328 | none | |
| 5741 | Girls leather shoes with polka dot bow - Black | 10651 | Apparel & Accessories > Shoes > Baby & Toddler Shoes | none | -40328 | none | |
| 9160 | Baby shoes girl suede moccasins - Dark Brown | 0 | BABY SHOES | -50979 | none | ||
| 9262 | Baby shoes girl suede moccasins - Dark Grey | 0 | BABY SHOES | -50979 | none | ||
| 9263 | Baby shoes girl suede moccasins - Blue | 0 | BABY SHOES | -50979 | none | ||
| 9269 | Baby girl leather boots with bow-knot - Off white | 0 | BABY SHOES | -50979 | none | ||
| 9270 | Baby girl leather boots with bow-knot - Brown | 0 | BABY SHOES | -50979 | none | ||
| 9271 | Baby girl leather boots with bow-knot - Black | 0 | BABY SHOES | -50979 | none | ||
| 6295 | Baby girls shoes with velvet tie bow - Black | 0 | BABY SHOES | -50979 | none | ||
| 6294 | Baby girls shoes with velvet tie bow - Red | 0 | BABY SHOES | -50979 | none | ||
| 6254 | Baby girls shoes with velvet tie bow - Gold | 0 | BABY SHOES | -50979 | none | ||
| 6234 | Girls leather shoes with bow - Beige | 0 | BABY SHOES | -50979 | none | ||
| 6233 | Girls leather shoes with bow - Black | 0 | BABY SHOES | -50979 | none | ||
| 9159 | Baby shoes girl suede moccasins - Grey | 0 | BABY SHOES | -50979 | none | ||
| 9286 | Toddler girl sandals with bow-knot - Stripe | 0 | GIRLS SANDALS | -50979 | none | ||
| 9287 | Toddler girl sandals with bow-knot - Navy Blue | 0 | GIRLS SANDALS | -50979 | none | ||
| 9288 | Toddler girl sandals with bow-knot - Denim | 0 | GIRLS SANDALS | -50979 | none | ||
| 9285 | Toddler girl velcro sandals - Black | -4 | BABY SHOES, GIRLS SANDALS | -50983 | none | ||
| 9272 | Toddler girl velcro sandals - Pink | -4 | BABY SHOES, GIRLS SANDALS | -50983 | none | ||
| 9273 | Toddler girl velcro sandals - Yellow | -4 | BABY SHOES, GIRLS SANDALS | -50983 | none |