Fold 3 - Understanding why coefficient -44162 was selected
Tag: GIFT FOR HER
Selected Coefficient: -44162
Taxonomy Path: -1.6.7
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? |
|---|---|---|---|---|---|
| -44162 | 1.000160 | -1.6.7 | -7.6.1 (-(7*79^2 + 6*79 + 1)) | Yes | |
| -37921 | 1.000160 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| -88324 | 2.000000 | -2.12.14 | -14.12.2 (-(14*79^2 + 12*79 + 2)) | No |
These are the training products that have the "GIFT FOR HER" tag (processing sequence 1517). 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 |
|---|---|---|---|---|---|---|---|
| 2311 | Mini Opal Stud Earrings | -37921 | SILVER EARRING, STUD EARRINGS | 6241 | none | ||
| 9040 | Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings | -44162 | CITRINE, STUD EARRINGS | 0 | none | ||
| 2310 | Mini Micro Pave Disc Pendant Necklace | -88324 | CHARM NECKLACE, ADJUSTABLE NECKLACE, CUBIC ZIRCONIA | -44162 | LUCKY |