Fold 4 - Understanding why coefficient -3445510 was selected
Tag: MULTI PLANT
Selected Coefficient: -3445510
Taxonomy Path: -14.12.2.6
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -3445510 | 4.000000 | -14.12.2.6 | -6.2.12.14 (-(6*83^3 + 2*83^2 + 12*83 + 14)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 3445510 | 4.000000 | 14.12.2.6 | 6.2.12.14 (6*83^3 + 2*83^2 + 12*83 + 14) | No |
These are the training products that have the "MULTI PLANT" tag (processing sequence 859). 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 |
|---|---|---|---|---|---|---|---|
| 32522 | Ivy Trio - Artificial Garden Screen | 3445510 | none | 6891020 | IVY | ||
| 32535 | Trilliam snow - Artificial Vertical Garden | 3445510 | none | 6891020 | none | ||
| 32529 | Fern Forest - Vertical Garden | 0 | FERN | 3445510 | IVY | ||
| 32534 | Rosaceae - Artificial Vertical Garden | 0 | FERN | 3445510 | none | ||
| 32508 | Garden Palace - Vertical Garden | -3445510 | BUSHY, FERN | 0 | none | ||
| 32521 | Autumn Bliss Vertical Garden | -3445510 | BUSHY, FERN | 0 | none |