Fold 1 - Understanding why coefficient -571787 was selected
Tag: SLEEVELESS TOP
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
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? |
|---|---|---|---|---|---|
| -571787 | 2.000145 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 5173639 | 2.000145 | 0.0.4.9 | 9.4.0.0 (9*83^3 + 4*83^2) | No | |
| 111058 | 3.000000 | 4.10.16 | 16.10.4 (16*83^2 + 10*83 + 4) | No | |
| 5235724 | 3.000000 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "SLEEVELESS TOP" tag (processing sequence 4900). 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 |
|---|---|---|---|---|---|---|---|
| 27941 | Leah Nursing Top | 5235724 | none | 5807511 | NURSING TOP | ||
| 27202 | Norma Kamali Drop Shoulder Top | 5173639 | OFF SHOULDER | 5745426 | ALL WOMEN CLOTHING | ||
| 27938 | London 2 pc Nursing Top | 111058 | none | 682845 | NURSING TOP | ||
| 314 | Casual Short Sleeve V-neck T Shirt | -571787 | TANK TOP | 0 | none |