Fold 1 - Understanding why coefficient 1419397 was selected
Tag: SALE1
Selected Coefficient: 1419397
Taxonomy Path: 14.3.40.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1419397 | 0.012048 | 14.3.40.2 | 2.40.3.14 (2*83^3 + 40*83^2 + 3*83 + 14) | Yes | |
| 844 | 0.036145 | 14.10 | 10.14 (10*83 + 14) | No |
These are the training products that have the "SALE1" tag (processing sequence 3085). 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 |
|---|---|---|---|---|---|---|---|
| 12672 | Pinot Blanc Pillar Candle (White) Small - OUTLET | 1419397 | none | 0 | none | ||
| 12673 | Pinot Blanc Pillar Candle (White) Medium - OUTLET | 1419397 | none | 0 | none | ||
| 12697 | Icicle Candles - OUTLET | 1419397 | none | 0 | none | ||
| 12671 | Soy Melts Bag of 10 Family | 844 | none | -1418553 | none |