Fold 0 - Understanding why coefficient 19198 was selected
Tag: JEWELLERY
Selected Coefficient: 19198
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 10
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 19198 | 5.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 0 | 7.012658 | 0 | 0 (0) | No | |
| -548892 | 7.025316 | -0.75.8.1 | -1.8.75.0 (-(493039 + 8*79^2 + 75*79)) | No | |
| -630500 | 8.000160 | -1.2.22.1 | -1.22.2.1 (-(493039 + 22*79^2 + 2*79 + 1)) | No | |
| -599295 | 8.000160 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | No |
These are the training products that have the "JEWELLERY" tag (processing sequence 1819). 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 |
|---|---|---|---|---|---|---|---|
| 163 | Self Love Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 175 | Sunshine Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 193 | Transformation Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 209 | Yin Yang Balance Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 210 | Yin Yang Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 1644 | Parts of 4 Deco Earring - Gold/Silver | 0 | EARRINGS, ACCESSORIES, ACCESSORY-SIZE-ONE-SIZE | -19198 | none | ||
| 1622 | Parts of 4 Hoop Earring - Silver | 0 | EARRINGS, ACCESSORIES, ACCESSORY-SIZE-ONE-SIZE | -19198 | none | ||
| 2398 | Short Hammered Double Heart Necklace | -548892 | ACCESSORIES | -568090 | none | ||
| 10349 | 90's Baby Chain Gold Necklace | -599295 | NECKLACE, ACCESSORIES | -618493 | none | ||
| 382 | Matte Onyx Bracelet | -630500 | GOLD, ACCESSORIES | -649698 | none |