Fold 4 - Understanding why coefficient 661428 was selected
Tag: CROP TOP
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 661428 | 3.000147 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 5235724 | 3.000150 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 3437695 | 3.000581 | 1.1.1.6 | 6.1.1.1 (6*83^3 + 6889 + 83 + 1) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 4629239 | 7.000000 | 80.80.7.8 | 8.7.80.80 (8*83^3 + 7*83^2 + 80*83 + 80) | No |
These are the training products that have the "CROP TOP" tag (processing sequence 5820). 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 |
|---|---|---|---|---|---|---|---|
| 29456 | The Eve - Crop Top | 5235724 | none | 4574296 | none | ||
| 31698 | Skull Printed T-shirts Off Shoulder Top | 4629239 | OFF SHOULDER, SKULL | 3967811 | none | ||
| 26862 | Demi Bralette - Carbon | 3437695 | none | 2776267 | none | ||
| 29170 | Laurel Crop Polka Dot Top | 661428 | none | 0 | none | ||
| 6228 | Palmera Top - Black | 661428 | none | 0 | FAITHFULL THE BRAND | ||
| 74 | Peach Sequins Crop Top | 661428 | none | 0 | TRENDING | ||
| 13583 | Women's Crop Tank Top | 0 | TANK TOP | -661428 | none | ||
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | 0 | SHIRT, PATRIOTIC | -661428 | AMERICA |