Fold 0 - Understanding why coefficient 4360537 was selected
Tag: FRAILS
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
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? |
|---|---|---|---|---|---|
| 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 | Yes |
| 1431644 | 3.028169 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No | |
| 4329864 | 3.028169 | 0.66.6.12 | 12.6.66.0 (12*71^3 + 6*71^2 + 66*71) | No | |
| 5872836 | 3.028169 | 0.1.29.16 | 16.29.1.0 (16*71^3 + 29*71^2 + 71) | No |
These are the training products that have the "FRAILS" tag (processing sequence 1223). 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 |
|---|---|---|---|---|---|---|---|
| 1068 | Syd | 5872836 | BROWN | 1512299 | none | ||
| 835 | Blakely | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | BEST DRESS | 0 | none | |
| 1007 | Marie | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 1039 | Perci | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 1089 | Zoey | 4329864 | GOLD | -30673 | none | ||
| 839 | Boxer | 1431644 | SHORTS | -2928893 | none |