Fold 2 - Understanding why coefficient 6983759 was selected
Tag: PREACH
Selected Coefficient: 6983759
Taxonomy Path: 1.1.13.14
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 6983759 | 1.000000 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | Yes |
| 2933190 | 3.000000 | 78.77.74.5 | 5.74.77.78 (5*79^3 + 74*79^2 + 77*79 + 78) | No |
These are the training products that have the "PREACH" tag (processing sequence 2337). 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 |
|---|---|---|---|---|---|---|---|
| 8418 | Love Like Jesus | Grey Acid Wash Fleece | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 8432 | Love Like Jesus Vintage Fleece | Vintage Black | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 8433 | Love Like Jesus Vintage Fleece | Vintage Olive | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 8420 | Love Like Jesus | Black | The Avery Vintage Fleece | 2933190 | COMFY, FAITH | -4050569 | none |