Fold 0 - Understanding why coefficient -25044 was selected
Tag: FIGURE FLATTERING
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -25044 | 1.000160 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 43607 | 1.000160 | 78.77.6 | 6.77.78 (6*79^2 + 77*79 + 78) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIGURE FLATTERING" tag (processing sequence 4067). 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 |
|---|---|---|---|---|---|---|---|
| 1035 | Paige | 43607 | DATE NIGHT, SUMMER COLORS | 68651 | RAILS, COMFORT, STYLE, CLASSIC | ||
| 893 | Dolan | 0 | FUN SUMMER COLORS | 25044 | Apparel & Accessories > Clothing > Dresses | COMFORT, TOPS, STYLE, CLASSIC | |
| 1013 | Modern Knit Mini Dress | -25044 | CUTE DRESSES, DATE NIGHT | 0 | STYLE |