Fold 0 - Understanding why coefficient 179281 was selected
Tag: FINAL SALE
Selected Coefficient: 179281
Taxonomy Path: 1.2.26
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 13
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? |
|---|---|---|---|---|---|
| 179281 | 11.036290 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | Yes | |
| 6951085 | 11.036291 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 11.036291 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 220615 | 11.036435 | 1.2.32 | 32.2.1 (32*83^2 + 2*83 + 1) | No | |
| 3437695 | 11.036435 | 1.1.1.6 | 6.1.1.1 (6*83^3 + 6889 + 83 + 1) | No | |
| 0 | 12.000002 | 0 | 0 (0) | No | |
| 2287148 | 12.000007 | 0.0.0.4 | 4.0.0.0 (4*83^3) | No | |
| -4663937 | 14.000290 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| -2941687 | 14.000290 | -1.1.12.5 | -5.12.1.1 (-(5*83^3 + 12*83^2 + 83 + 1)) | No | |
| -27640 | 14.000290 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| 5222124 | 16.000000 | 13.3.11.9 | 9.11.3.13 (9*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 3507506 | 16.000000 | 9.12.11.6 | 6.11.12.9 (6*83^3 + 11*83^2 + 12*83 + 9) | No | |
| 15720950 | 16.000000 | 3.3.41.27 | 27.41.3.3 (27*83^3 + 41*83^2 + 3*83 + 3) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 7009). 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 |
|---|---|---|---|---|---|---|---|
| 26857 | Hunt Faux Leather Crop Top | 15720950 | CROP TOPS, ALL TOPS | 15541669 | CLEARANCE | ||
| 28130 | Stitch Together Sweater | 6951085 | none | 6771804 | none | ||
| 28365 | Good Morning Invigorating Toner & Body Spray | 5222124 | none | 5042843 | none | ||
| 10657 | Cass Dress in Black | 4663937 | ELEVATED ESSENTIAL, DRESS | 4484656 | none | ||
| 21516 | Aeotec WallMote; 2 Button ZW129 - Final Sale | 3507506 | AEOTEC | 3328225 | none | ||
| 24478 | Evo Sports Bra | 3437695 | none | 3258414 | none | ||
| 10658 | Tracee Pants in Houndstooth Tencel | 2287148 | BOTTOMS | 2107867 | none | ||
| 26848 | Star Face Mask | 220615 | none | 41334 | CLEARANCE | ||
| 10649 | Large Silk Print Scarf Houndstooth | 179281 | none | 0 | none | ||
| 10655 | Large Silk Print Scarf Lava Party | 179281 | none | 0 | none | ||
| 28276 | Elvina Blouse | 0 | BLOUSES | -179281 | EXCLUSIVE | ||
| 10660 | Ina Blouse in Black Cupro | 0 | ELEVATED ESSENTIAL, BUTTON DOWN, TOPS | -179281 | none | ||
| 28286 | Marjo Denim Mini Skirt | 0 | SKIRTS | -179281 | EXCLUSIVE, ONLINE | ||
| 10656 | Cass Dress in Houndstooth Silk | 0 | DRESS | -179281 | none | ||
| 29194 | Calíope Maxi Belted Dress | -27640 | MAXI DRESS, SLEEVELESS | -206921 | none | ||
| 26854 | Tribal Open Pants | -2941687 | PANTS, BOTTOMS | -3120968 | CLEARANCE | ||
| 10659 | Ina Blouse in Silk Houndstooth | -4663937 | BUTTON DOWN, TOPS | -4843218 | none |