Fold 3 - Understanding why coefficient 423516 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 423516
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 423516 | 3.000397 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 45441 | 3.000595 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 75687 | 3.000595 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -4703397 | 6.000000 | -2.2.10.13 | -13.10.2.2 (-(13*71^3 + 10*71^2 + 2*71 + 2)) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 777). 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 |
|---|---|---|---|---|---|---|---|
| 931 | Gardenia | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 926 | Flower Field | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1058 | Sawyer Maxi | 75687 | Apparel & Accessories > Clothing > Skirts | none | -347829 | none | |
| 1012 | Mikayla Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -378075 | none | |
| 970 | Magda Dress | 0 | FREE PEOPLE DRESSES | -423516 | none | ||
| 1002 | Lysette Maxi | 0 | FREE PEOPLE DRESSES | -423516 | MAXI DRESSES, CHOCOLATE | ||
| 996 | Lakeside Midi | -4703397 | ROSE, BEST DRESS, FREE PEOPLE DRESSES | -5126913 | none |