Fold 1 - Understanding why coefficient 5997681 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: 5997681
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? |
|---|---|---|---|---|---|
| 5997681 | 4.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 574252 | 4.000004 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 0 | 4.012818 | 0 | 0 (0) | No | |
| 480557 | 4.012818 | 0.0.77 | 77.0.0 (77*79^2) | No | |
| 3956241 | 4.025316 | 0.72.1.8 | 8.1.72.0 (8*79^3 + 6241 + 72*79) | No | |
| -93695 | 6.000000 | -1.1.15 | -15.1.1 (-(15*79^2 + 79 + 1)) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 3607). 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 |
|---|---|---|---|---|---|---|---|
| 829 | Baby Cable Tee | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 757 | Easy Street Crop Pullover | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 931 | Gardenia | 3956241 | SUMMER SHOES, FREE PEOPLEWE THE FREE | -2041440 | none | ||
| 860 | Cloud Ride Notch | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -5423429 | none | |
| 926 | Flower Field | 480557 | FREE PEOPLEWE THE FREE | -5517124 | LACE | ||
| 1077 | Virgo Tank | 0 | TANKS | -5997681 | none | ||
| 996 | Lakeside Midi | -93695 | CUTE DRESSES, FREE PEOPLEWE THE FREE | -6091376 | none |