Fold 2 - 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: 6
Unique residual values tried: 5
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 | 2.000006 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 3286804 | 2.000008 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 423516 | 2.000008 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| -40472 | 5.000000 | -2.2.8 | -8.2.2 (-(8*71^2 + 2*71 + 2)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 1334). 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 | |
| 860 | Cloud Ride Notch | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | none | |
| 931 | Gardenia | 0 | FUN SUMMER COLORS | -4360537 | none | ||
| 996 | Lakeside Midi | -40472 | ROSE, BEST DRESS, CUTE DRESSES | -4401009 | none |