Fold 2 - Understanding why coefficient -31205 was selected
Tag: MALEFICENT
Selected Coefficient: -31205
Taxonomy Path: -0.0.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -31205 | 1.000481 | -0.0.5 | -5.0.0 (-(5*79^2)) | Yes | |
| 0 | 1.000481 | 0 | 0 (0) | No | |
| 6241 | 1.000641 | 0.0.1 | 1.0.0 (6241) | No | |
| -88324 | 5.000000 | -2.12.14 | -14.12.2 (-(14*79^2 + 12*79 + 2)) | No |
These are the training products that have the "MALEFICENT" tag (processing sequence 4018). 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 |
|---|---|---|---|---|---|---|---|
| 20689 | Defiant Ring | 6241 | ECLECTICS | 37446 | none | ||
| 20643 | Gossamer Necklace | 0 | ECLECTICS | 31205 | none | ||
| 20705 | Defiant Necklace | 0 | ECLECTICS | 31205 | none | ||
| 20664 | Defiant Cuff | -31205 | ECLECTICS | 0 | none | ||
| 20698 | Maleficent Bracelet | -31205 | ECLECTICS | 0 | none | ||
| 20673 | Balance Earrings | -88324 | POSTS, DANGLES, ECLECTICS | -57119 | none |