Fold 1 - Understanding why coefficient 162425 was selected
Tag: SILK
Selected Coefficient: 162425
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 162425 | 2.025316 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 574252 | 2.050793 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 25044 | 2.050793 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| -2970796 | 7.000000 | -1.1.2.6 | -6.2.1.1 (-(6*79^3 + 2*79^2 + 79 + 1)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "SILK" tag (processing sequence 198). 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 |
|---|---|---|---|---|---|---|---|
| 10659 | Ina Blouse in Silk Houndstooth | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 411827 | BUTTON DOWN, FINAL SALE | |
| 1681 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | SS SCARF STOLE | |
| 1682 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | SS SCARF STOLE | |
| 1683 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | SS SCARF STOLE | |
| 10649 | Large Silk Print Scarf Houndstooth | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | ACCESSORIES, FAIRE, FINAL SALE | |
| 899 | Doris | 25044 | Apparel & Accessories > Clothing > Dresses | none | -137381 | CAMI NYC, COLORFUL DRESSES, FLORAL DRESSES, FLOWY DRESSES, MAXI DRESSES | |
| 10655 | Large Silk Print Scarf Lava Party | 0 | SCARF | -162425 | ACCESSORIES, FAIRE, FINAL SALE | ||
| 10656 | Cass Dress in Houndstooth Silk | -2970796 | DRESS | -3133221 | FINAL SALE |