Fold 0 - Understanding why coefficient 15821818 was selected
Tag: MILK FROTHERS & STEAMERS
Selected Coefficient: 15821818
Taxonomy Path: 14.11.7.32
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 15821818 | 1.000000 | 14.11.7.32 | 32.7.11.14 (32*79^3 + 7*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "MILK FROTHERS & STEAMERS" tag (processing sequence 1269). 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 |
|---|---|---|---|---|---|---|---|
| 15011 | Milk Frother With Stand (Christmas Edition) | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA | |
| 15025 | Automatic 4-in-1 Milk Frother Electric Heater | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA | |
| 15045 | Double Whisk Milk Frother Handheld Mixer | 0 | COFFEE MAKER | -15821818 | none |