Fold 2 - Understanding why coefficient 6402 was selected
Tag: PRINTS
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 6402 | 4.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| -4980478 | 11.000000 | -2.2.8.10 | -10.8.2.2 (-(10*79^3 + 8*79^2 + 2*79 + 2)) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No | |
| 25044 | 11.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 1947112 | 11.000000 | 78.77.74.3 | 3.74.77.78 (3*79^3 + 74*79^2 + 77*79 + 78) | No |
These are the training products that have the "PRINTS" tag (processing sequence 2358). 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 | 1947112 | BOTTOMS, FINAL SALE | 1940710 | none | ||
| 14437 | Maya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 18642 | none | |
| 12593 | Snack Club Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 8707 | Sisterhood | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12641 | Desert Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12642 | Cassette Metal Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12584 | Mr. Ciggy Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 1934 | Plant Flash Sheet | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12616 | Wrong Things Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12619 | Freeze Time Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 10656 | Cass Dress in Houndstooth Silk | 0 | FINAL SALE | -6402 | SILK, DRESS | ||
| 10649 | Large Silk Print Scarf Houndstooth | -4980478 | ACCESSORIES, FAIRE, FINAL SALE | -4986880 | SILK |