Fold 2 - Understanding why coefficient 2928893 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: 2928893
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2928893 | 3.000003 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 4360537 | 3.000003 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -4683161 | 3.000198 | -1.1.6.13 | -13.6.1.1 (-(13*71^3 + 6*71^2 + 71 + 1)) | No | |
| -2525613 | 3.000198 | -1.1.4.7 | -7.4.1.1 (-(7*71^3 + 4*71^2 + 71 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 2251). 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 | 1431644 | none | |
| 1077 | Virgo Tank | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | TANKS | 0 | none | |
| 931 | Gardenia | 0 | FREE PEOPLEWE THE FREE, FUN SUMMER COLORS | -2928893 | none | ||
| 926 | Flower Field | -2525613 | BLACK, FREE PEOPLEWE THE FREE | -5454506 | LACE | ||
| 996 | Lakeside Midi | -4683161 | ROSE, BEST DRESS, FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | -7612054 | none |