Fold 1 - Understanding why coefficient 5836 was selected
Tag: FBM
Selected Coefficient: 5836
Taxonomy Path: 14.11.1
Taxonomy Name: Home & Garden > Kitchen & Dining > Barware
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 5836 | 0.000000 | 14.11.1 | 1.11.14 (5041 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Barware | Yes |
These are the training products that have the "FBM" tag (processing sequence 731). 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 |
|---|---|---|---|---|---|---|---|
| 4111 | Chippo CHIP IT AND SIP IT can coolers (3-pack) | 5836 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none |