Fold 1 - Understanding why coefficient 68974 was selected
Tag: MERCH
Selected Coefficient: 68974
Taxonomy Path: 1.1.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 68974 | 2.000145 | 1.1.10 | 10.1.1 (10*83^2 + 83 + 1) | Yes | |
| 4663937 | 2.000145 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| -137448 | 2.012048 | -0.79.19 | -19.79.0 (-(19*83^2 + 79*83)) | No | |
| 0 | 2.012048 | 0 | 0 (0) | No |
These are the training products that have the "MERCH" tag (processing sequence 6732). 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 |
|---|---|---|---|---|---|---|---|
| 25327 | Biktrix T-Shirts | 4663937 | none | 4594963 | none | ||
| 25339 | Biktrix Plush Lined Hoodie | 68974 | none | 0 | none | ||
| 10056 | Cosmetics Case (Wholesale) | 0 | MAKEUP BAG | -68974 | WHOLESALE | ||
| 10055 | Self Care Through Skin Care™ Purple Heart Pin (Wholesale) | -137448 | LAPEL PINS | -206422 | WHOLESALE |