Fold 3 - Understanding why coefficient 4663937 was selected
Tag: FINAL SALE
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 14
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? |
|---|---|---|---|---|---|
| 5235724 | 10.024390 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 6951085 | 10.024390 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 10.024390 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 3437695 | 10.024677 | 1.1.1.6 | 6.1.1.1 (6*83^3 + 6889 + 83 + 1) | No | |
| 6372409 | 10.024677 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | No | |
| 179281 | 10.060241 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | No | |
| 0 | 12.000147 | 0 | 0 (0) | No | |
| 1143574 | 12.000150 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No | |
| 4064510 | 12.000581 | 0.0.9.7 | 7.9.0.0 (7*83^3 + 9*83^2) | No | |
| -4663937 | 15.000145 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 3403082 | 15.000145 | 82.81.78.5 | 5.78.81.82 (5*83^3 + 78*83^2 + 81*83 + 82) | No | |
| 5222124 | 16.000000 | 13.3.11.9 | 9.11.3.13 (9*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 3617896 | 16.000000 | 9.14.27.6 | 6.27.14.9 (6*83^3 + 27*83^2 + 14*83 + 9) | No | |
| 589 | 16.000000 | 8.7 | 7.8 (7*83 + 8) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 7024). 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 | BOTTOMS | ||
| 26857 | Hunt Faux Leather Crop Top | 5235724 | none | 571787 | CLEARANCE | ||
| 28365 | Good Morning Invigorating Toner & Body Spray | 5222124 | none | 558187 | none | ||
| 10657 | Cass Dress in Black | 4663937 | ELEVATED ESSENTIAL, DRESS | 0 | none | ||
| 28286 | Marjo Denim Mini Skirt | 4064510 | SKIRTS, WAREHOUSE | -599427 | ONLINE | ||
| 21516 | Aeotec WallMote; 2 Button ZW129 - Final Sale | 3617896 | AEOTEC, 500SERIES | -1046041 | none | ||
| 24478 | Evo Sports Bra | 3437695 | none | -1226242 | none | ||
| 28276 | Elvina Blouse | 3403082 | BLOUSES, TOPS & TEES, WAREHOUSE | -1260855 | none | ||
| 26854 | Tribal Open Pants | 1143574 | PANTS | -3520363 | BOTTOMS, CLEARANCE | ||
| 10649 | Large Silk Print Scarf Houndstooth | 179281 | none | -4484656 | none | ||
| 10655 | Large Silk Print Scarf Lava Party | 179281 | none | -4484656 | none | ||
| 21487 | 4 Pack Smart Product Grab Bag | 589 | none | -4663348 | none | ||
| 28069 | Kleo Mini Dress | 0 | CYBER, WAREHOUSE | -4663937 | ONLINE | ||
| 10660 | Ina Blouse in Black Cupro | 0 | BUTTON DOWN, ELEVATED ESSENTIAL, TOPS | -4663937 | none | ||
| 24844 | Tie Dye Infinity Halter Dress | 0 | DRESSES | -4663937 | none | ||
| 10659 | Ina Blouse in Silk Houndstooth | -4663937 | BUTTON DOWN, TOPS | -9327874 | none |