Fold 3 - Understanding why coefficient 661428 was selected
Tag: BASIC NEUTRALS
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
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? |
|---|---|---|---|---|---|
| 661428 | 1.000002 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 51550471 | 1.000003 | 1.1.13.7.1 | 1.7.13.1.1 (47458321 + 7*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BASIC NEUTRALS" tag (processing sequence 4725). 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 |
|---|---|---|---|---|---|---|---|
| 29582 | Take It Easy Top-Off White | 51550471 | none | 50889043 | TOPS, LK BASICS | ||
| 29572 | Love You Most Top-White | 661428 | none | 0 | TOPS | ||
| 29598 | Day Drifter Top-Cream | 661428 | none | 0 | TOPS, LK BASICS | ||
| 29586 | Very Necessary Sweater Skirt-Champagne | 0 | SKIRT | -661428 | LK BASICS, BOTTOMS |