Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| 27640 | 2.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| 633788 | 2.000145 | 0.0.9.1 | 1.9.0.0 (571787 + 9*83^2) | No |
These are the training products that have the "SPRING DRESS" tag (processing sequence 3102). 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 | 633788 | DRESSES | 606148 | SUMMER TOP, SPRING TOP | ||
| 30515 | "The Making of Spring" Floral Dress - Pink Multi | 27640 | none | 0 | none | ||
| 32952 | Basic Sleeveless Dress - Black | 27640 | none | 0 | none | ||
| 30513 | "Hypnotized" One Shoulder Keyhole Dress - Green Black Yellow Multi | 0 | COCKTAIL | -27640 | none |