Fold 1 - Understanding why coefficient -249 was selected
Tag: WE LOVE: YES
Selected Coefficient: -249
Taxonomy Path: -0.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -249 | 3.012048 | -0.3 | -3.0 (-(3*83)) | Yes | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| -285301054 | 4.000000 | -8.0.80.0.6 | -6.0.80.0.8 (-(6*83^4 + 80*83^2 + 8)) | No | |
| -4037370 | 4.000000 | -1.5.5.7 | -7.5.5.1 (-(7*83^3 + 5*83^2 + 5*83 + 1)) | No | |
| 21332 | 4.000000 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | No |
These are the training products that have the "WE LOVE: YES" tag (processing sequence 6984). 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 |
|---|---|---|---|---|---|---|---|
| 25115 | Runway black over the knee boots | 21332 | none | 21581 | none | ||
| 25105 | Black bucket bag | 0 | HANDBAGS | 249 | none | ||
| 25103 | Black Leather Cross Body Bag | -249 | HANDBAGS | 0 | none | ||
| 25104 | Black zip up coin purse | -4037370 | WALLETS, BAGS | -4037121 | none | ||
| 25098 | Black leather belt | -285301054 | BELTS | -285300805 | none |