Fold 1 - Understanding why coefficient 589 was selected
Tag: IGNORE
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 3
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 | 1.012048 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 8 | 1.084337 | 8 | 8 (8) | No | |
| 110734 | 8.000000 | 12.6.16 | 16.6.12 (16*83^2 + 6*83 + 12) | No |
These are the training products that have the "IGNORE" tag (processing sequence 2871). 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 |
|---|---|---|---|---|---|---|---|
| 8391 | Stainless Steel Pocket Clip | 110734 | none | 110145 | none | ||
| 8464 | Mephisto Rings | 589 | none | 0 | none | ||
| 8375 | GeekVape Cerberus - Resin Tank/810 Tip Combo | 589 | none | 0 | ON-SALE AUTO-MECHANIC | ||
| 8447 | Reewape Luminous Resin Drip Tip | 589 | none | 0 | none | ||
| 8449 | Goon Drip Tips | 589 | none | 0 | none | ||
| 8457 | Kayfun Subohm Kit (Tobeco) | 589 | none | 0 | none | ||
| 8458 | Caravela Tip | 589 | none | 0 | none | ||
| 8460 | E-Slim Replacement Glass | 589 | none | 0 | SMOK | ||
| 8438 | Resin + Stainless Steel Hybrid 510 Drip Tip | 8 | none | -581 | none |