Fold 1 - Understanding why coefficient -50403 was selected
Tag: GIFT FOR HER
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -50403 | 1.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| -44162 | 1.000160 | -1.6.7 | -7.6.1 (-(7*79^2 + 6*79 + 1)) | No | |
| 312301 | 2.000000 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | No |
These are the training products that have the "GIFT FOR HER" tag (processing sequence 1511). 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 |
|---|---|---|---|---|---|---|---|
| 9669 | Personalized She Shed Sign, She Shed Gift, Pink Heart Glitter Custom Woman's Shed Sign, Cute She Shed Decor, Door Sign Shed Signage 2-SHE002 | 312301 | Home & Garden > Decor > Novelty Signs | none | 362704 | none | |
| 9040 | Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings | -44162 | CITRINE, STUD EARRINGS | 6241 | none | ||
| 2310 | Mini Micro Pave Disc Pendant Necklace | -50403 | CHARM NECKLACE, PENDANT NECKLACE, LUCKY, ADJUSTABLE NECKLACE | 0 | none |