Fold 1 - Understanding why coefficient -389500810 was selected
Tag: TREE
Selected Coefficient: -389500810
Taxonomy Path: -0.0.0.0.10
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -389500810 | 0.012658 | -0.0.0.0.10 | -10.0.0.0.0 (-(10*79^4)) | Yes | |
| 0 | 0.012658 | 0 | 0 (0) | No | |
| 4406304 | 0.025316 | 0.2.74.8 | 8.74.2.0 (8*79^3 + 74*79^2 + 2*79) | No |
These are the training products that have the "TREE" tag (processing sequence 4101). 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 |
|---|---|---|---|---|---|---|---|
| 19765 | Deep Breath Salve | 4406304 | KIDS PAGE | 393907114 | SALVES | ||
| 17636 | Christmas Collage Dog Bandana | 0 | TIE ON | 389500810 | none | ||
| 19818 | Holographic Echinacea Sticker | -389500810 | STICKER | 0 | MERCHANDISE |