Fold 1 - Understanding why coefficient -50408 was selected
Tag: LIGHT BLUE
Selected Coefficient: -50408
Taxonomy Path: -6.6.8
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? |
|---|---|---|---|---|---|
| -50408 | 2.000000 | -6.6.8 | -8.6.6 (-(8*79^2 + 6*79 + 6)) | Yes | |
| 18723 | 2.000000 | 0.0.3 | 3.0.0 (3*79^2) | 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 "LIGHT BLUE" tag (processing sequence 1910). 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 |
|---|---|---|---|---|---|---|---|
| 10440 | Peter Pan Collar Sweater - Light Blue | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 6048089 | none | |
| 9012 | Blue Topaz - Rose Gold | 18723 | BLUE TOPAZ | 69131 | none | ||
| 9011 | Blue Topaz Pendant - Sterling Silver | -50408 | BLUE TOPAZ, PENDANT NECKLACE, 4TH ANNIVERSARY | 0 | none |