Fold 2 - Understanding why coefficient -20236 was selected
Tag: FREE PEOPLE DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -20236 | 3.000198 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| -4683161 | 3.000397 | -1.1.6.13 | -13.6.1.1 (-(13*71^3 + 6*71^2 + 71 + 1)) | No | |
| -10579 | 4.014085 | -0.7.2 | -2.7.0 (-(2*71^2 + 7*71)) | No | |
| 0 | 4.014085 | 0 | 0 (0) | No | |
| 20236 | 5.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "FREE PEOPLE DRESSES" tag (processing sequence 1233). 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 |
|---|---|---|---|---|---|---|---|
| 1002 | Lysette Maxi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 40472 | FREE PEOPLEWE THE FREE, MAXI DRESSES, CHOCOLATE | |
| 1053 | Rosie Posie Midi | 0 | FLOWY DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | FREE PEOPLEWE THE FREE | |
| 970 | Magda Dress | -10579 | IVORY | 9657 | FREE PEOPLEWE THE FREE, SUMMER OUTFIT | ||
| 961 | Hazy Maisy Maxi | -20236 | COLORFUL DRESSES, FLOWY DRESSES | 0 | MAXI DRESSES | ||
| 1034 | One I Love Dress | -20236 | COLORFUL DRESSES, FLOWY DRESSES | 0 | FREE PEOPLEWE THE FREE, MAXI DRESSES | ||
| 996 | Lakeside Midi | -4683161 | ROSE, BEST DRESS | -4662925 | FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE |