Fold 2 - Understanding why coefficient -389500810 was selected
Tag: TREE
Selected Coefficient: -389500810
Taxonomy Path: -0.0.0.0.10
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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 | 1.000000 | -0.0.0.0.10 | -10.0.0.0.0 (-(10*79^4)) | Yes | |
| -530645 | 1.000000 | -2.2.6.1 | -1.6.2.2 (-(493039 + 6*79^2 + 2*79 + 2)) | No |
These are the training products that have the "TREE" tag (processing sequence 3355). 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 |
|---|---|---|---|---|---|---|---|
| 17636 | Christmas Collage Dog Bandana | -530645 | TIE ON, PET ACCESSORY | 388970165 | none | ||
| 19818 | Holographic Echinacea Sticker | -389500810 | STICKER | 0 | none |