Fold 2 - Understanding why coefficient 1363 was selected
Tag: HOME
Selected Coefficient: 1363
Taxonomy Path: 14.19
Taxonomy Name: Home & Garden > Smoking Accessories
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1363 | 1.000000 | 14.19 | 19.14 (19*71 + 14) | Home & Garden > Smoking Accessories | Yes |
| 897453 | 3.000000 | 13.2.36.2 | 2.36.2.13 (2*71^3 + 36*71^2 + 2*71 + 13) | No |
These are the training products that have the "HOME" tag (processing sequence 858). 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 |
|---|---|---|---|---|---|---|---|
| 1522 | CIRCULAR CANDLE | 897453 | ROSE | 896090 | none | ||
| 5291 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1363 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5315 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1363 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5332 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1363 | Home & Garden > Smoking Accessories | none | 0 | none |