Fold 3 - Understanding why coefficient -237 was selected
Tag: WENSI
Selected Coefficient: -237
Taxonomy Path: -0.3
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? |
|---|---|---|---|---|---|
| -237 | 1.012658 | -0.3 | -3.0 (-(3*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 93695 | 2.000000 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
These are the training products that have the "WENSI" tag (processing sequence 4083). 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 |
|---|---|---|---|---|---|---|---|
| 4581 | Wensi Reversible Midi Skirt African Print | 93695 | Apparel & Accessories > Clothing > Skirts | none | 93932 | none | |
| 4558 | Reversible Wensi Head Wrap African Print | 0 | HEADSCARF | 237 | none | ||
| 4539 | Enwu-Wensi Crossbody African Print Leather Bag | -237 | HANDBAGS | 0 | none |