Fold 4 - 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: 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? |
|---|---|---|---|---|---|
| 1363 | 1.014085 | 14.19 | 19.14 (19*71 + 14) | Home & Garden > Smoking Accessories | Yes |
| 1437764 | 1.014085 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 897453 | 2.000000 | 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 845). 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 |
|---|---|---|---|---|---|---|---|
| 1482 | BRONTE THROW | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 1436401 | none | |
| 1522 | CIRCULAR CANDLE | 897453 | ROSE | 896090 | none | ||
| 5315 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1363 | Home & Garden > Smoking Accessories | none | 0 | none |