Fold 2 - Understanding why coefficient -618005467 was selected
Tag: SUBSCRIPTION
Selected Coefficient: -618005467
Taxonomy Path: -0.2.69.1.13
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -618005467 | 2.012195 | -0.2.69.1.13 | -13.1.69.2.0 (-(13*83^4 + 571787 + 69*83^2 + 2*83)) | Yes | |
| -99966445 | 2.012195 | -0.2.69.8.2 | -2.8.69.2.0 (-(2*83^4 + 8*83^3 + 69*83^2 + 2*83)) | No | |
| 4079748302 | 2.012339 | 0.81.6.80.2.1 | 1.2.80.6.81.0 (3939040643 + 2*83^4 + 80*83^3 + 6*83^2 + 81*83) | No | |
| 7830622965 | 2.036145 | 0.0.0.0.82.1 | 1.82.0.0.0.0 (3939040643 + 82*83^4) | No | |
| -1715197 | 5.000000 | -2.81.82.2 | -2.82.81.2 (-(2*83^3 + 82*83^2 + 81*83 + 2)) | No | |
| 95495402 | 5.000000 | 1.1.1.1.2 | 2.1.1.1.1 (2*83^4 + 571787 + 6889 + 83 + 1) | No |
These are the training products that have the "SUBSCRIPTION" tag (processing sequence 7066). 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 |
|---|---|---|---|---|---|---|---|
| 32196 | Gala Box Acnot Flawless | 7830622965 | HIDDENPRODUCT | 8448628432 | none | ||
| 32201 | Gala Box Age Beautifully 3 Month Supply | 4079748302 | HIDDENPRODUCT | 4697753769 | none | ||
| 24684 | MARVEL + MASK SUBSCRIPTION | 95495402 | none | 713500869 | none | ||
| 32891 | All-Access Membership | -1715197 | GORILLA BOW | 616290270 | none | ||
| 32197 | Gala Box Light & Bright 6 Month Supply | -99966445 | HIDDENPRODUCT | 518039022 | none | ||
| 32213 | Gala Box Acnot Flawless | -618005467 | H+ | 0 | none |