Fold 3 - Understanding why coefficient -4363578 was selected
Tag: RAILS
Selected Coefficient: -4363578
Taxonomy Path: -13.14.67.8
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? |
|---|---|---|---|---|---|
| -4363578 | 2.000000 | -13.14.67.8 | -8.67.14.13 (-(8*79^3 + 67*79^2 + 14*79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2047128 | 2.000000 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
These are the training products that have the "RAILS" tag (processing sequence 2396). 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 |
|---|---|---|---|---|---|---|---|
| 1072 | The Sunset - Distress | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | 6410706 | none | |
| 910 | Edina Skirt | 0 | MIDI SKIRTS | 4363578 | none | ||
| 971 | Mara Patchwork | -4363578 | PATCHWORK | 0 | none |