Fold 1 - Understanding why coefficient 661428 was selected
Tag: CROP TOP
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 661428 | 4.000292 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 5235724 | 4.000296 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 3437695 | 4.000581 | 1.1.1.6 | 6.1.1.1 (6*83^3 + 6889 + 83 + 1) | No | |
| 0 | 8.000002 | 0 | 0 (0) | No | |
| 10292166 | 8.000002 | 0.0.0.18 | 18.0.0.0 (18*83^3) | No | |
| -62085 | 9.000000 | -1.1.9 | -9.1.1 (-(9*83^2 + 83 + 1)) | No | |
| 5200844 | 9.000000 | 64.78.7.9 | 9.7.78.64 (9*83^3 + 7*83^2 + 78*83 + 64) | No |
These are the training products that have the "CROP TOP" tag (processing sequence 5521). 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 |
|---|---|---|---|---|---|---|---|
| 29451 | Sports Illustrated - DiDI Richards Top | 10292166 | SI SWIMSUIT | 9630738 | TOPS | ||
| 28340 | Millie Knit Crop Tank | 5235724 | none | 4574296 | none | ||
| 31690 | Skull Tops Harajuku Womens Tank Top | 5200844 | PUNK, SKULL | 4539416 | none | ||
| 13606 | Align Bralette - Ripe Marl | 3437695 | none | 2776267 | none | ||
| 26862 | Demi Bralette - Carbon | 3437695 | none | 2776267 | none | ||
| 74 | Peach Sequins Crop Top | 661428 | none | 0 | none | ||
| 6228 | Palmera Top - Black | 661428 | none | 0 | FAITHFULL THE BRAND | ||
| 29170 | Laurel Crop Polka Dot Top | 661428 | none | 0 | none | ||
| 13583 | Women's Crop Tank Top | 0 | TANK TOP | -661428 | none | ||
| 31751 | Cold Shoulder Long Sleeve Blouses | -62085 | BLOUSE, OFF SHOULDER | -723513 | none |