Fold 4 - 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: 6
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 | 3.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -20236 | 5.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "FREE PEOPLE DRESSES" tag (processing sequence 764). 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 | none | |
| 1002 | Lysette Maxi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1053 | Rosie Posie Midi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 961 | Hazy Maisy Maxi | 0 | COLORFUL DRESSES | -20236 | LIGHT WIEHT DRESSES | ||
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES | -20236 | LIGHT WIEHT DRESSES | ||
| 996 | Lakeside Midi | -20236 | ROSE, BEST DRESS | -40472 | TOPSFREE PEOPLE |