Fold 1 - Understanding why coefficient 2369900 was selected
Tag: DISTRESSED DENIM
Selected Coefficient: 2369900
Taxonomy Path: 1.1.12.4
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? |
|---|---|---|---|---|---|
| 2369900 | 2.000145 | 1.1.12.4 | 4.12.1.1 (4*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 2955465 | 2.000290 | 1.1.14.5 | 5.14.1.1 (5*83^3 + 14*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DISTRESSED DENIM" tag (processing sequence 3884). 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 |
|---|---|---|---|---|---|---|---|
| 32836 | Crazy Train Shoreline Shorts | 2955465 | none | 585565 | CRAZY TRAIN, LADIES APPAREL | ||
| 28313 | Curvy Flare Dark Denim Jeans | 2369900 | none | 0 | none | ||
| 31528 | Free People Maggie Mid Rise Straight Leg White | 2369900 | none | 0 | none | ||
| 28310 | Distressed Denim Ruffle Shorts | 0 | DENIM SHORTS | -2369900 | none | ||
| 28311 | Distressed Fringed Denim Shorts | 0 | DENIM SHORTS | -2369900 | none |