Fold 0 - Understanding why coefficient 1610271 was selected
Tag: GOLD-SERIES
Selected Coefficient: 1610271
Taxonomy Path: 14.1.21.3
Taxonomy Name: Home & Garden > Bathroom Accessories > Towel Racks & Holders > Towel Bars
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1610271 | 0.012818 | 14.1.21.3 | 3.21.1.14 (3*79^3 + 21*79^2 + 79 + 14) | Home & Garden > Bathroom Accessories > Towel Racks & Holders > Towel Bars | Yes |
| 93 | 0.012979 | 14.1 | 1.14 (79 + 14) | Home & Garden > Bathroom Accessories | No |
| 883 | 0.037975 | 14.11 | 11.14 (11*79 + 14) | Home & Garden > Kitchen & Dining | No |
These are the training products that have the "GOLD-SERIES" tag (processing sequence 1564). 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 |
|---|---|---|---|---|---|---|---|
| 11514 | Meir Round Double Towel Rail 900mm - Tiger Bronze | 1610271 | Home & Garden > Bathroom Accessories > Towel Racks & Holders > Towel Bars | none | 0 | none | |
| 11518 | Meir Round Single Towel Rail 600mm - Tiger Bronze | 1610271 | Home & Garden > Bathroom Accessories > Towel Racks & Holders > Towel Bars | none | 0 | none | |
| 11555 | Meir Piccola Pull Out Kitchen Mixer Tap - Tiger Bronze | 883 | Home & Garden > Kitchen & Dining | none | -1609388 | KITCHEN-LAUNDRY-MIXER | |
| 11558 | Meir Freestanding Bath Spout and Hand Shower - Tiger Bronze | 93 | Home & Garden > Bathroom Accessories | none | -1610178 | none |