Fold 1 - Understanding why coefficient 1235969 was selected
Tag: SALE1
Selected Coefficient: 1235969
Taxonomy Path: 14.3.40.2
Taxonomy Name: Home & Garden > Decor > Home Fragrances > Candles
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 1235969 | 0.000000 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | Yes |
These are the training products that have the "SALE1" tag (processing sequence 2535). 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 |
|---|---|---|---|---|---|---|---|
| 12673 | Pinot Blanc Pillar Candle (White) Medium - OUTLET | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none |