Fold 0 - Understanding why coefficient 5076359 was selected
Tag: PREACH
Selected Coefficient: 5076359
Taxonomy Path: 1.1.13.14
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 5076359 | 2.000000 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | Yes |
| 0 | 2.000003 | 0 | 0 (0) | No | |
| 2147466 | 2.000003 | 0.0.0.6 | 6.0.0.0 (6*71^3) | No |
These are the training products that have the "PREACH" tag (processing sequence 1891). 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 | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 8433 | Love Like Jesus Vintage Fleece | Vintage Olive | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 8420 | Love Like Jesus | Black | The Avery Vintage Fleece | 2147466 | FAITH | -2928893 | none | ||
| 8417 | THANKFUL | Yam | The Avery Vintage Fleece | 0 | SWEATSHIRT | -5076359 | none |