Fold 3 - Understanding why coefficient 589 was selected
Tag: IGNORE
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 589 | 0.012048 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 8 | 0.072289 | 8 | 8 (8) | No |
These are the training products that have the "IGNORE" tag (processing sequence 2474). 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 |
|---|---|---|---|---|---|---|---|
| 8455 | Epoxy Resin + Acrylic Hybrid Gold 810 Drip Tip | 589 | none | 0 | none | ||
| 8447 | Reewape Luminous Resin Drip Tip | 589 | none | 0 | none | ||
| 8449 | Goon Drip Tips | 589 | none | 0 | none | ||
| 8464 | Mephisto Rings | 589 | none | 0 | none | ||
| 8457 | Kayfun Subohm Kit (Tobeco) | 589 | none | 0 | none | ||
| 8460 | E-Slim Replacement Glass | 589 | none | 0 | none | ||
| 8438 | Resin + Stainless Steel Hybrid 510 Drip Tip | 8 | none | -581 | none |