Fold 4 - Understanding why coefficient -587 was selected
Tag: VIP
Selected Coefficient: -587
Taxonomy Path: -6.7
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? |
|---|---|---|---|---|---|
| -587 | 2.000000 | -6.7 | -7.6 (-(7*83 + 6)) | Yes | |
| -95453800 | 3.000000 | -65.80.77.0.2 | -2.0.77.80.65 (-(2*83^4 + 77*83^2 + 80*83 + 65)) | No | |
| 2383678 | 3.000000 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | No |
These are the training products that have the "VIP" tag (processing sequence 4930). 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 |
|---|---|---|---|---|---|---|---|
| 13790 | CHICAGO BULLS CLASSIC CHENILLE DK SHORT (PINK) | 2383678 | none | 2384265 | none | ||
| 21942 | 2021 VIP Bundle (Value, Income, Profit) | -587 | SALARY, FINANCIAL PERFORMANCE | 0 | VALUATION | ||
| 21962 | 2022 VIP Bundle (Value, Income, Profit) | -587 | SALARY, FINANCIAL PERFORMANCE | 0 | VALUATION | ||
| 11266 | Special $1200 Museum/Drawing Session Option D | -95453800 | PAINTING | -95453213 | none |