Fold 4 - Understanding why coefficient -55626 was selected
Tag: WEDDING GIFT
Selected Coefficient: -55626
Taxonomy Path: -16.6.8
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? |
|---|---|---|---|---|---|
| -55626 | 2.000000 | -16.6.8 | -8.6.16 (-(8*83^2 + 6*83 + 16)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 269 | 2.000000 | 20.3 | 3.20 (3*83 + 20) | No |
These are the training products that have the "WEDDING GIFT" tag (processing sequence 3692). 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 |
|---|---|---|---|---|---|---|---|
| 17547 | 50th wedding anniversary, personalized 50th anniversary ornaments, golden anniversary glass ornament, religious anniversary memorable gift anniversary ornaments- custom gift | 269 | none | 55895 | none | ||
| 2307 | Hamsa Hand Necklace | 0 | ADJUSTABLE NECKLACE | 55626 | none | ||
| 2310 | Mini Micro Pave Disc Pendant Necklace | -55626 | GOLD NECKLACE, ADJUSTABLE NECKLACE, MOTHER'S DAY GIFT | 0 | none |