Fold 3 - Understanding why coefficient 162425 was selected
Tag: FINAL SALE
Selected Coefficient: 162425
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 6
Unique residual values tried: 4
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 | 3.012658 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 5498401 | 3.025316 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -2970796 | 5.000000 | -1.1.2.6 | -6.2.1.1 (-(6*79^3 + 2*79^2 + 79 + 1)) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 3977). 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 |
|---|---|---|---|---|---|---|---|
| 10658 | Tracee Pants in Houndstooth Tencel | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 5335976 | BOTTOMS | |
| 10649 | Large Silk Print Scarf Houndstooth | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 10655 | Large Silk Print Scarf Lava Party | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 10659 | Ina Blouse in Silk Houndstooth | 0 | BUTTON DOWN | -162425 | TOPS | ||
| 10660 | Ina Blouse in Black Cupro | 0 | BUTTON DOWN | -162425 | TOPS | ||
| 10657 | Cass Dress in Black | -2970796 | DRESS | -3133221 | none |