Fold 1 - Understanding why coefficient 240220357 was selected
Tag: MUG
Selected Coefficient: 240220357
Taxonomy Path: 14.11.10.5.5
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? |
|---|---|---|---|---|---|
| 240220357 | 0.000145 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 5739464 | 0.000871 | 14.11.3.10 | 10.3.11.14 (10*83^3 + 3*83^2 + 11*83 + 14) | No |
These are the training products that have the "MUG" tag (processing sequence 2457). 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 |
|---|---|---|---|---|---|---|---|
| 27680 | Key to my Heart 11oz Mug | 240220357 | none | 0 | none | ||
| 24309 | OMG I'm too SOBER for your SHIT Mug | 240220357 | none | 0 | none | ||
| 27668 | Buffalo Bills Coffee Cup | 240220357 | none | 0 | none | ||
| 31726 | 3D Multi Skull Mug Stainless Steel Drinking Crypt | 240220357 | none | 0 | SKULL | ||
| 27684 | Love at First Bite 11oz Mug | 240220357 | none | 0 | none | ||
| 28019 | Pinky Promise Mug | 240220357 | none | 0 | none | ||
| 6629 | Oasis Stainless Steel Insulated Mug with Lid 400ML | 5739464 | none | -234480893 | OASIS |