Fold 4 - Understanding why coefficient 725 was selected
Tag: 1500$-2000$
Selected Coefficient: 725
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 725 | 0.000160 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | Yes |
| 6966 | 0.000801 | 14.9.1 | 1.9.14 (6241 + 9*79 + 14) | Home & Garden > Household Appliances > Climate Control Appliances | No |
These are the training products that have the "1500$-2000$" tag (processing sequence 257). 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 |
|---|---|---|---|---|---|---|---|
| 9127 | Zephyr Tidal I Under-Cabinet Range Hood | 6966 | Home & Garden > Household Appliances > Climate Control Appliances | none | 6241 | none | |
| 9059 | Zephyr Verona Island Range Hood | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 9113 | Zephyr Lucé Wall Mounted Hood Vent | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 9114 | Zephyr Anzio Wall Range Hood | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 9153 | Zephyr 36" Milano Wall Mount Range Hood | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 9157 | Zephyr 36" Mesa Wall Mount Range Hood | 725 | Home & Garden > Household Appliances | none | 0 | none |