Fold 2 - Understanding why coefficient 4663937 was selected
Tag: FINAL SALE
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 16
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 6951085 | 9.036437 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 9.036437 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 27640 | 9.036580 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 6372409 | 9.036580 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | No | |
| 179281 | 9.048338 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | No | |
| 220615 | 9.048483 | 1.2.32 | 32.2.1 (32*83^2 + 2*83 + 1) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No | |
| -5235724 | 14.000002 | -1.1.13.9 | -9.13.1.1 (-(9*83^3 + 13*83^2 + 83 + 1)) | No | |
| -4663937 | 14.000002 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 589 | 15.000000 | 8.7 | 7.8 (7*83 + 8) | No | |
| 5222124 | 15.000000 | 13.3.11.9 | 9.11.3.13 (9*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 6366). 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 |
|---|---|---|---|---|---|---|---|
| 28130 | Stitch Together Sweater | 6951085 | none | 2287148 | none | ||
| 10658 | Tracee Pants in Houndstooth Tencel | 6372409 | none | 1708472 | none | ||
| 28365 | Good Morning Invigorating Toner & Body Spray | 5222124 | none | 558187 | none | ||
| 10657 | Cass Dress in Black | 4663937 | ELEVATED ESSENTIAL, DRESS | 0 | none | ||
| 26848 | Star Face Mask | 220615 | none | -4443322 | CLEARANCE | ||
| 10655 | Large Silk Print Scarf Lava Party | 179281 | none | -4484656 | none | ||
| 10649 | Large Silk Print Scarf Houndstooth | 179281 | none | -4484656 | none | ||
| 28069 | Kleo Mini Dress | 27640 | none | -4636297 | ONLINE | ||
| 21487 | 4 Pack Smart Product Grab Bag | 589 | none | -4663348 | none | ||
| 24844 | Tie Dye Infinity Halter Dress | 0 | DRESSES | -4663937 | none | ||
| 10656 | Cass Dress in Houndstooth Silk | 0 | DRESS | -4663937 | none | ||
| 10660 | Ina Blouse in Black Cupro | 0 | ELEVATED ESSENTIAL, BUTTON DOWN, TOPS | -4663937 | none | ||
| 28276 | Elvina Blouse | 0 | BLOUSES | -4663937 | none | ||
| 28286 | Marjo Denim Mini Skirt | 0 | SKIRTS | -4663937 | ONLINE | ||
| 10659 | Ina Blouse in Silk Houndstooth | -4663937 | BUTTON DOWN, TOPS | -9327874 | none | ||
| 29194 | Calíope Maxi Belted Dress | -5235724 | MAXI DRESS, SLEEVELESS | -9899661 | none |