Fold 0 - Understanding why coefficient -509786 was selected
Tag: SPRING SUMMER
Selected Coefficient: -509786
Taxonomy Path: -0.0.74
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -509786 | 2.000145 | -0.0.74 | -74.0.0 (-(74*83^2)) | Yes | |
| 5717870 | 2.000145 | 0.0.0.10 | 10.0.0.0 (10*83^3) | No | |
| -717207153 | 3.000000 | -3.3.27.9.15 | -15.9.27.3.3 (-(15*83^4 + 9*83^3 + 27*83^2 + 3*83 + 3)) | No | |
| 4670909 | 3.000000 | 1.2.14.8 | 8.14.2.1 (8*83^3 + 14*83^2 + 2*83 + 1) | No |
These are the training products that have the "SPRING SUMMER" tag (processing sequence 6733). 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 |
|---|---|---|---|---|---|---|---|
| 5058 | Garden Hat | 5717870 | HATS | 6227656 | none | ||
| 5068 | Turban Hair Band | 4670909 | none | 5180695 | none | ||
| 5067 | Embroidered Trim Scarf | -509786 | HATS | 0 | none | ||
| 23254 | Silky Slip Dress | -717207153 | SLIP DRESS, MAXI DRESS, SLOW FASHION, LONDON DESIGNER | -716697367 | none |