Fold 2 - Understanding why coefficient 5997681 was selected
Tag: SOCIAL MEDIA
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
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? |
|---|---|---|---|---|---|
| 5997681 | 1.012658 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 18636891 | 1.012658 | 1.16.63.37 | 37.63.16.1 (37*79^3 + 63*79^2 + 16*79 + 1) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SOCIAL MEDIA" tag (processing sequence 2728). 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 |
|---|---|---|---|---|---|---|---|
| 5382 | Airbrush Born in the 80s Shirt Design | 18636891 | DESIGN, PINK, RED, 90S, BABY, BRICKS, COOL | 12639210 | T-SHIRT, TEENS | ||
| 5501 | Airbrush Est. 1998 Shirt Design | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, BLUE, SPLATTER, COOL | 0 | T-SHIRT, TEENS | |
| 5342 | Airbrush ZOA Shirt Design | 0 | DESIGN, BLUE, COOL | -5997681 | T-SHIRT, TEENS |