Fold 3 - Understanding why coefficient -10404630 was selected
Tag: EXOTIC
Selected Coefficient: -10404630
Taxonomy Path: -14.11.8.21
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? |
|---|---|---|---|---|---|
| -10404630 | 1.000160 | -14.11.8.21 | -21.8.11.14 (-(21*79^3 + 8*79^2 + 11*79 + 14)) | Yes | |
| 294305954 | 1.000160 | 65.67.72.43.7 | 7.43.72.67.65 (7*79^4 + 43*79^3 + 72*79^2 + 67*79 + 65) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "EXOTIC" tag (processing sequence 2409). 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 |
|---|---|---|---|---|---|---|---|
| 19685 | CB-16X20-EXOTIC | 294305954 | 16X20, IN-STOCK BOARD | 304710584 | none | ||
| 19814 | CB-12X16-EXOTIC | 0 | IN-STOCK BOARD | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | |
| 19687 | CB-16X20-EXOTIC | -10404630 | 16X20, IN-STOCK BOARD | 0 | none |