Fold 3 - Understanding why coefficient -15123 was selected
Tag: LIGHT BLUE
Selected Coefficient: -15123
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -15123 | 2.000198 | -0.0.3 | -3.0.0 (-(3*71^2)) | Yes | |
| 55451 | 2.000198 | 0.0.11 | 11.0.0 (11*71^2) | No | |
| 46591 | 3.000000 | 15.17.9 | 9.17.15 (9*71^2 + 17*71 + 15) | No | |
| 4360537 | 3.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "LIGHT BLUE" tag (processing sequence 1580). 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 |
|---|---|---|---|---|---|---|---|
| 10296 | Basic Sweater - Light Blue | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4375660 | none | |
| 1045 | Preslee -Blue | 55451 | HUMANS OF RIXO | 70574 | none | ||
| 9012 | Blue Topaz - Rose Gold | 46591 | CHAIN LENGTH 18" | 61714 | WOMENS NECKLACE | ||
| 9011 | Blue Topaz Pendant - Sterling Silver | -15123 | PENDANT NECKLACE | 0 | none |