Fold 1 - 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: 7
Unique residual values tried: 6
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 | 3.014283 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 20236 | 3.014481 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 3221200 | 3.042254 | 1.0.0.9 | 9.0.0.1 (9*71^3 + 1) | No | |
| 0 | 5.000003 | 0 | 0 (0) | No | |
| 1431644 | 5.000003 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No | |
| 4360522 | 6.000000 | 57.0.13.12 | 12.13.0.57 (12*71^3 + 13*71^2 + 57) | No |
These are the training products that have the "FRAILS" tag (processing sequence 764). 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 |
|---|---|---|---|---|---|---|---|
| 1039 | Perci | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SOFT SWEATERS | |
| 1007 | Marie | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SHORT SLEEVES | |
| 1089 | Zoey | 4360522 | GOLD | -15 | none | ||
| 1068 | Syd | 3221200 | BROWN, EASY, ELEGANT DRESSES | -1139337 | none | ||
| 839 | Boxer | 1431644 | SHORTS | -2928893 | none | ||
| 1049 | Roma | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | none | |
| 835 | Blakely | 0 | BEST DRESS | -4360537 | none |