Fold 2 - Understanding why coefficient -180438349 was selected
Tag: ANTI AGING
Selected Coefficient: -180438349
Taxonomy Path: -14.11.10.7.7
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? |
|---|---|---|---|---|---|
| -180438349 | 2.000000 | -14.11.10.7.7 | -7.7.10.11.14 (-(7*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14)) | Yes | |
| 101046 | 2.000000 | 13.3.20 | 20.3.13 (20*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 127733330 | 2.000000 | 70.62.62.1.5 | 5.1.62.62.70 (5*71^4 + 357911 + 62*71^2 + 62*71 + 70) | No |
These are the training products that have the "ANTI AGING" tag (processing sequence 426). 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 |
|---|---|---|---|---|---|---|---|
| 10086 | Tightening eye gel (Wholesale) | 127733330 | WHOLESALE | 308171679 | none | ||
| 10046 | Anti-Aging Super Heroes | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 180539395 | BUNDLE, RETAIL | |
| 10089 | Kantic® Light Clarifying Cream (Wholesale) | -180438349 | WHOLESALE, ACNE | 0 | OILY SKIN |