Fold 0 - Understanding why coefficient -162425 was selected
Tag: WOMEN'S GIFT
Selected Coefficient: -162425
Taxonomy Path: -1.2.26
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -162425 | 2.000000 | -1.2.26 | -26.2.1 (-(26*79^2 + 2*79 + 1)) | Yes | |
| -99540 | 3.012658 | -0.75.15 | -15.75.0 (-(15*79^2 + 75*79)) | No | |
| 0 | 3.012658 | 0 | 0 (0) | No |
These are the training products that have the "WOMEN'S GIFT" tag (processing sequence 2758). 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 |
|---|---|---|---|---|---|---|---|
| 178 | Ruffle glove - Black/fireworks | 0 | HAND WARMERS | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | |
| 316 | Twisty Wristees - Red with rust flash | -99540 | HAND MADE, EOL, SCARVESANDSNOODS | 62885 | Apparel & Accessories > Jewelry > Watch Accessories | CHRISTMAS PRESSIE | |
| 199 | Ruffle Scarf - Navy | -162425 | PLEATED FLEECE SCARF, SCARVESANDSNOODS | 0 | none | ||
| 200 | Ruffle Scarf - Sky | -162425 | PLEATED FLEECE SCARF, SCARVESANDSNOODS | 0 | none | ||
| 213 | Ruffle Scarf - Wine | -162425 | PLEATED FLEECE SCARF, SCARVESANDSNOODS | 0 | none |