Fold 4 - Understanding why coefficient -529954 was selected
Tag: 1000-2500
Selected Coefficient: -529954
Taxonomy Path: -82.76.76
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? |
|---|---|---|---|---|---|
| -529954 | 2.000290 | -82.76.76 | -76.76.82 (-(76*83^2 + 76*83 + 82)) | Yes | |
| 21166 | 2.000290 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 55611 | 2.000290 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "1000-2500" tag (processing sequence 5532). 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 |
|---|---|---|---|---|---|---|---|
| 22573 | 14k Itty Bitty Pavé Diamond FUCK Small Curb Chain Necklace | 55611 | none | 585565 | none | ||
| 22594 | 14k Single Pavé Diamond Link Medium Paperclip Rolo Chain Bracelet | 21166 | none | 551120 | none | ||
| 22461 | 14k Gold Turquoise Sunbeam Medallion Satellite Chain Necklace | 0 | SIZE-16-17-18, NECKLACES, CATEGORY: SHORT PENDANTS | 529954 | none | ||
| 22597 | 14k Single Scattered Star Set Diamonds Square Edge Dog Tag Charm Pendant | 0 | COLLECTION: CHARMS | 529954 | none | ||
| 22604 | 14k Medium Pavé Diamond Hinge Huggie Hoops with Pear Blue Sapphires | -529954 | SEPTEMBER | 0 | none |