Fold 1 - Understanding why coefficient 1419397 was selected
Tag: SCENTED SOY CANDLE
Selected Coefficient: 1419397
Taxonomy Path: 14.3.40.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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 | 3.000000 | 14.3.40.2 | 2.40.3.14 (2*83^3 + 40*83^2 + 3*83 + 14) | Yes | |
| 1420241 | 3.012048 | 28.13.40.2 | 2.40.13.28 (2*83^3 + 40*83^2 + 13*83 + 28) | No | |
| 2838794 | 3.012048 | 28.6.80.4 | 4.80.6.28 (4*83^3 + 80*83^2 + 6*83 + 28) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "SCENTED SOY CANDLE" tag (processing sequence 2807). 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 |
|---|---|---|---|---|---|---|---|
| 29828 | CHRISTMAS TREE 9 oz Scented Soy Candle | 2838794 | MODERN HOME | 1419397 | none | ||
| 29827 | CHRISTMAS TREE Wax Melts | 1420241 | MODERN HOME | 844 | none | ||
| 28893 | Be The Change Scented Soy Candle Bundle- Buy 3 Get 2 FREE! | 1419397 | none | 0 | none | ||
| 29829 | CHRISTMAS TREE 4 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 29840 | BROWN SUGAR FIG 4oz Scented Soy Candle | 0 | VEGAN CANDLE | -1419397 | none |