Fold 4 - Understanding why coefficient 52326148 was selected
Tag: HOMEWARES
Selected Coefficient: 52326148
Taxonomy Path: 0.8.14.4.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 52326148 | 2.028367 | 0.8.14.4.2 | 2.4.14.8.0 (2*71^4 + 4*71^3 + 14*71^2 + 8*71) | Yes | |
| -332138 | 2.028566 | -0.63.65 | -65.63.0 (-(65*71^2 + 63*71)) | No | |
| 0 | 2.042254 | 0 | 0 (0) | No | |
| -178244864 | 6.000000 | -3.2.1.1.7 | -7.1.1.2.3 (-(7*71^4 + 357911 + 5041 + 2*71 + 3)) | No | |
| 4 | 6.000000 | 4 | 4 (4) | Baby & Toddler | No |
These are the training products that have the "HOMEWARES" tag (processing sequence 1404). 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 |
|---|---|---|---|---|---|---|---|
| 1488 | BUBBLE CUP SET - LILAC | 52326148 | CERAMICS | 0 | none | ||
| 1489 | BUBBLE CUP SET - MILKY WHITE | 52326148 | CERAMICS | 0 | none | ||
| 8323 | Aboriginal Design Floormats Printed here in Australia | 4 | Baby & Toddler | ART_DOORMAT | -52326144 | none | |
| 1481 | BRICK PHONE VASE - SAND | 0 | CERAMICS | -52326148 | none | ||
| 1480 | BRICK PHONE VASE - PINK | 0 | CERAMICS | -52326148 | none | ||
| 1495 | BUBBLY SHOT GLASSES - AMBER | -332138 | CERAMICS | -52658286 | none | ||
| 1468 | BUB BUD VASE | -178244864 | CERAMICS, FAIRE | -230571012 | none |