Fold 3 - Understanding why coefficient -5076359 was selected
Tag: STACKING
Selected Coefficient: -5076359
Taxonomy Path: -1.1.13.14
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -5076359 | 2.000000 | -1.1.13.14 | -14.13.1.1 (-(14*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 2792643 | 3.000000 | 0.70.56.7 | 7.56.70.0 (7*71^3 + 56*71^2 + 70*71) | No | |
| 2928893 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "STACKING" tag (processing sequence 2159). 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 |
|---|---|---|---|---|---|---|---|
| 5034 | BADASS NECKLACE | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | PENDANT NECKLACE, CHAIN NECKLACE | 8005252 | none | |
| 5014 | BADASS PLATE NECKLACE | 2792643 | PENDANT NECKLACE, CHAIN NECKLACE, GEOMETRIC | 7869002 | none | ||
| 5028 | FEMINIST PLATE NECKLACE | -5076359 | PENDANT NECKLACE, WOMEN, CHAIN NECKLACE, INSPIRATIONAL | 0 | none | ||
| 5033 | FEMINIST NECKLACE | -5076359 | PENDANT NECKLACE, WOMEN, CHAIN NECKLACE, INSPIRATIONAL | 0 | none |