Fold 3 - Understanding why coefficient -75850 was selected
Tag: SUBSCRIPTION
Selected Coefficient: -75850
Taxonomy Path: -71.0.11
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -75850 | 2.000145 | -71.0.11 | -11.0.71 (-(11*83^2 + 71)) | Yes | |
| 4179638897 | 2.000145 | 12.82.64.5.5.1 | 1.5.5.64.82.12 (3939040643 + 5*83^4 + 5*83^3 + 64*83^2 + 82*83 + 12) | No | |
| -618005467 | 3.000000 | -0.2.69.1.13 | -13.1.69.2.0 (-(13*83^4 + 571787 + 69*83^2 + 2*83)) | No | |
| -1715197 | 3.000000 | -2.81.82.2 | -2.82.81.2 (-(2*83^3 + 82*83^2 + 81*83 + 2)) | No |
These are the training products that have the "SUBSCRIPTION" tag (processing sequence 6759). 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 |
|---|---|---|---|---|---|---|---|
| 32201 | Gala Box Age Beautifully 3 Month Supply | 4179638897 | HIDDENPRODUCT | 4179714747 | none | ||
| 32197 | Gala Box Light & Bright 6 Month Supply | -75850 | HIDDENPRODUCT | 0 | none | ||
| 32891 | All-Access Membership | -1715197 | GORILLA BOW | -1639347 | none | ||
| 32213 | Gala Box Acnot Flawless | -618005467 | CAPSULE + | -617929617 | none |