Fold 0 - Understanding why coefficient 20236 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 12
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 45441 | 4.001190 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 20236 | 4.001190 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 423516 | 4.001190 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 75687 | 4.001389 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 51589666 | 4.001389 | 1.1.10.2.2 | 2.2.10.1.1 (2*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -4683161 | 11.000000 | -1.1.6.13 | -13.6.1.1 (-(13*71^3 + 6*71^2 + 71 + 1)) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 782). 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 |
|---|---|---|---|---|---|---|---|
| 985 | Karma Bomber | 51589666 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 51569430 | none | |
| 931 | Gardenia | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 403280 | FUN SUMMER COLORS, TOPSFREE PEOPLE | |
| 926 | Flower Field | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 403280 | TOPSFREE PEOPLE | |
| 1058 | Sawyer Maxi | 75687 | Apparel & Accessories > Clothing > Skirts | none | 55451 | none | |
| 1086 | Ziggy Shortall | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 25205 | none | |
| 1012 | Mikayla Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 25205 | none | |
| 1053 | Rosie Posie Midi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 970 | Magda Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1002 | Lysette Maxi | 0 | CHOCOLATE | -20236 | MAXI DRESSES | ||
| 965 | Hot Shot Onesie Printed | 0 | SHORTS, ACTIVEWEAR | -20236 | none | ||
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES | -20236 | MAXI DRESSES | ||
| 996 | Lakeside Midi | -4683161 | ROSE, BEST DRESS | -4703397 | TOPSFREE PEOPLE |