Fold 3 - Understanding why coefficient 20236 was selected
Tag: FREE PEOPLE DRESSES
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -4683161 | 3.000000 | -1.1.6.13 | -13.6.1.1 (-(13*71^3 + 6*71^2 + 71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FREE PEOPLE DRESSES" tag (processing sequence 776). 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 |
|---|---|---|---|---|---|---|---|
| 970 | Magda Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FREE PEOPLEWE THE FREE | |
| 1002 | Lysette Maxi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FREE PEOPLEWE THE FREE, MAXI DRESSES, CHOCOLATE | |
| 961 | Hazy Maisy Maxi | 0 | COLORFUL DRESSES | -20236 | LIGHT WIEHT DRESSES, MAXI DRESSES | ||
| 996 | Lakeside Midi | -4683161 | ROSE, BEST DRESS | -4703397 | FREE PEOPLEWE THE FREE |