Fold 3 - Understanding why coefficient 2287148 was selected
Tag: DOORBUSTER
Selected Coefficient: 2287148
Taxonomy Path: 0.0.0.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 2287148 | 1.000145 | 0.0.0.4 | 4.0.0.0 (4*83^3) | Yes | |
| 143449647 | 1.000145 | 0.0.73.1.3 | 3.1.73.0.0 (3*83^4 + 571787 + 73*83^2) | No | |
| -2383678 | 2.000000 | -1.1.14.4 | -4.14.1.1 (-(4*83^3 + 14*83^2 + 83 + 1)) | No |
These are the training products that have the "DOORBUSTER" tag (processing sequence 6225). 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 |
|---|---|---|---|---|---|---|---|
| 26784 | Athletic Biker Shorts Set | 143449647 | 2PC SET | 141162499 | none | ||
| 26751 | Seamless Ribbed High Waist Biker Shorts | 2287148 | BIKER SHORTS | 0 | BOTTOMS | ||
| 26798 | Ribbed Seamless Crop Biker Set | -2383678 | 2PC SET, BIKER SHORTS | -4670826 | none |