Fold 2 - Understanding why coefficient -78948730 was selected
Tag: LIFE
Selected Coefficient: -78948730
Taxonomy Path: -1.1.10.2.2
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? |
|---|---|---|---|---|---|
| -78948730 | 1.000160 | -1.1.10.2.2 | -2.2.10.1.1 (-(2*79^4 + 2*79^3 + 10*79^2 + 79 + 1)) | Yes | |
| -3083134 | 1.000160 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIFE" tag (processing sequence 3755). 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 |
|---|---|---|---|---|---|---|---|
| 3919 | Parrot Love Swim Trunk | 0 | POOL PARTY | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | |
| 1478 | Black Gumball Board Shorts | -3083134 | 90'S, ATHLETIC, ATHLEISURE, SWIM | 75865596 | none | ||
| 4301 | Sprigs Men's Bomber Jacket | -78948730 | BLACK FRIDAY, JACKET | 0 | none |