Fold 1 - Understanding why coefficient 580093 was selected
Tag: AUTOMATIC CAPPING MACHINE
Selected Coefficient: 580093
Taxonomy Path: 6.17.1.1
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 580093 | 0.000002 | 6.17.1.1 | 1.1.17.6 (571787 + 6889 + 17*83 + 6) | Yes | |
| 1723667 | 0.000002 | 6.17.1.3 | 3.1.17.6 (3*83^3 + 6889 + 17*83 + 6) | No |
These are the training products that have the "AUTOMATIC CAPPING MACHINE" tag (processing sequence 4970). 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 |
|---|---|---|---|---|---|---|---|
| 25691 | ZS-XG440D Automatic Pepper Sauce Jam Jar Round Bottle Metal Twist Off Caps Screw Capping Machine | 1723667 | none | 1143574 | none | ||
| 25849 | ZONESUN ZS-AFC7A Full Automatic Hair Serums Essential Oil Dropper Bottles Filling Capping Machine With Bottle Unscrambler | 580093 | none | 0 | none |