Fold 1 - Understanding why coefficient -25044 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -25044 | 4.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 4025525 | 4.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 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 | No |
| -6497121 | 5.000000 | -3.3.14.13 | -13.14.3.3 (-(13*79^3 + 14*79^2 + 3*79 + 3)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 2909). 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 | 6022725 | none | |
| 1077 | Virgo Tank | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | TANKS | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none |
| 860 | Cloud Ride Notch | 0 | LONG SLEEVES | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 926 | Flower Field | -25044 | LACE, FREE PEOPLEWE THE FREE | 0 | none | ||
| 931 | Gardenia | -25044 | FREE PEOPLEWE THE FREE, FUN SUMMER COLORS | 0 | none | ||
| 996 | Lakeside Midi | -6497121 | ROSE, BEST DRESS, FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | -6472077 | none |