Fold 2 - Understanding why coefficient 50408 was selected
Tag: BUNDLES
Selected Coefficient: 50408
Taxonomy Path: 6.6.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 50408 | 2.000000 | 6.6.8 | 8.6.6 (8*79^2 + 6*79 + 6) | Yes | |
| -50398 | 3.000000 | -75.5.8 | -8.5.75 (-(8*79^2 + 5*79 + 75)) | No | |
| 12487 | 3.000000 | 5.0.2 | 2.0.5 (2*79^2 + 5) | No |
These are the training products that have the "BUNDLES" tag (processing sequence 888). 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 |
|---|---|---|---|---|---|---|---|
| 9029 | Protection Crystals - Bundle Bags | 50408 | 8TH ANNIVERSARY | 0 | none | ||
| 9037 | Stress Relief Crystals - Bundle Bags | 50408 | 8TH ANNIVERSARY | 0 | none | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | 12487 | EMERALD, 20TH ANNIVERSARY, 55TH ANNIVERSARY | -37921 | GREEN CRYSTAL, RAW | ||
| 9028 | New Beginnings Crystals - Bundle Bags | -50398 | PERIDOT | -100806 | GREEN CRYSTAL |