Fold 4 - Understanding why coefficient -27640 was selected
Tag: FLORAL DRESS
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -27640 | 2.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 27640 | 3.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "FLORAL DRESS" tag (processing sequence 1366). 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 |
|---|---|---|---|---|---|---|---|
| 31552 | Camilla- Plunge Neck Mini Dress | 27640 | none | 55280 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | MINI DRESS, CAMILLA | |
| 32847 | Bonita floral dress | 0 | LADIES DRESS | 27640 | LADIES APPAREL, CRAZY TRAIN | ||
| 9597 | Deep Roots Black Floral Print Dress | -27640 | MIDI DRESS, LADIES DRESS | 0 | none | ||
| 9598 | Forward Thinking Print Ivory Dress | -27640 | MIDI DRESS, LADIES DRESS | 0 | none |