Fold 2 - Understanding why coefficient 27640 was selected
Tag: SPRING DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 27640 | 2.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 75863 | 2.000145 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 606148 | 3.000000 | 82.81.4.1 | 1.4.81.82 (571787 + 4*83^2 + 81*83 + 82) | No |
These are the training products that have the "SPRING DRESS" tag (processing sequence 4857). 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 |
|---|---|---|---|---|---|---|---|
| 32981 | Floral V Neck Top | 606148 | DRESSES, SUMMER DRESS | 578508 | SUMMER TOP, SPRING TOP | ||
| 30514 | "Tropical Moods" Floral Skirt Set - Blue Multi | 75863 | none | 48223 | none | ||
| 30513 | "Hypnotized" One Shoulder Keyhole Dress - Green Black Yellow Multi | 27640 | none | 0 | COCKTAIL | ||
| 32952 | Basic Sleeveless Dress - Black | 0 | SUMMER DRESS | -27640 | none |