Fold 2 - Understanding why coefficient 574252 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 574252 | 3.000004 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 5997681 | 3.000004 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 3549). 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 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5423429 | none | |
| 829 | Baby Cable Tee | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5423429 | none | |
| 860 | Cloud Ride Notch | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 926 | Flower Field | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | FREE PEOPLEWE THE FREE | |
| 931 | Gardenia | 0 | FUN SUMMER COLORS | -574252 | FREE PEOPLEWE THE FREE | ||
| 996 | Lakeside Midi | 0 | CUTE DRESSES | -574252 | FREE PEOPLEWE THE FREE | ||
| 1077 | Virgo Tank | 0 | TANKS | -574252 | none |