Fold 1 - Understanding why coefficient 4360537 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 5
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 | 1.000201 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 3286804 | 1.000204 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 1507331 | 1.000595 | 1.1.15.4 | 4.15.1.1 (4*71^3 + 15*71^2 + 71 + 1) | No | |
| 403280 | 4.000000 | 0.0.9.1 | 1.9.0.0 (357911 + 9*71^2) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 1326). 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 |
|---|---|---|---|---|---|---|---|
| 757 | Easy Street Crop Pullover | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 829 | Baby Cable Tee | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 1077 | Virgo Tank | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | -1073733 | none | |
| 926 | Flower Field | 1507331 | FREE PEOPLEWE THE FREE, LACE | -2853206 | none | ||
| 931 | Gardenia | 403280 | FREE PEOPLEWE THE FREE | -3957257 | none |