Fold 3 - Understanding why coefficient -4437351 was selected
Tag: BRIGHT
Selected Coefficient: -4437351
Taxonomy Path: -0.0.0.9
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -4437351 | 3.000004 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | Yes | |
| 0 | 3.000004 | 0 | 0 (0) | No | |
| 4437351 | 3.000004 | 0.0.0.9 | 9.0.0.0 (9*79^3) | No | |
| 56644 | 4.000000 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 162517 | 5.000000 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | No |
These are the training products that have the "BRIGHT" tag (processing sequence 3964). 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 |
|---|---|---|---|---|---|---|---|
| 10305 | Basic V Neck Sweater - Coral | 4437351 | V NECK | 8874702 | none | ||
| 8929 | Hello Arch Doormat | 162517 | Home & Garden > Decor > Door Mats | none | 4599868 | none | |
| 236 | Stack Ring ~ Combo 7 | 56644 | Apparel & Accessories > Jewelry > Rings | none | 4493995 | none | |
| 255 | Stack Ring ~ Combo 2 | 56644 | Apparel & Accessories > Jewelry > Rings | none | 4493995 | none | |
| 903 | Dottie | 0 | FUN | 4437351 | none | ||
| 1021 | Moss Stripe Cardi | -4437351 | SWEATER | 0 | none |