Fold 3 - Understanding why coefficient 15821818 was selected
Tag: HANDHELD MILK FROTHER
Selected Coefficient: 15821818
Taxonomy Path: 14.11.7.32
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 15821818 | 0.000000 | 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 |
These are the training products that have the "HANDHELD MILK FROTHER" tag (processing sequence 577). 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 |
|---|---|---|---|---|---|---|---|
| 15012 | One Touch Milk Frother | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA, STOCKYPHI_IN_STOCK | |
| 15044 | Double Grip Handheld Milk Frother | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA | |
| 15045 | Double Whisk Milk Frother Handheld Mixer | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15046 | Zulay Kitchen Double Whisk Milk Frother | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15049 | Executive Series Premium Milk Frother | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA | |
| 15124 | Zulay Milk Frother - Without Stand | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA, STOCKYPHI_IN_STOCK |