Fold 1 - Understanding why coefficient -3445112 was selected
Tag: COLOUR-BLACK
Selected Coefficient: -3445112
Taxonomy Path: -1.1.78.6
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -3445112 | 2.000000 | -1.1.78.6 | -6.78.1.1 (-(6*79^3 + 78*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 5997681 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "COLOUR-BLACK" tag (processing sequence 4006). 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 |
|---|---|---|---|---|---|---|---|
| 7653 | Classic Sweater - Black | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 9442793 | none | |
| 7610 | Classic Tank - Black | 0 | CORERANGE | 3445112 | none | ||
| 7718 | Sports Dress - Black | -3445112 | PLAY | 0 | COURTSPORTS |