Fold 0 - Understanding why coefficient -318291 was selected
Tag: VASES
Selected Coefficient: -318291
Taxonomy Path: -0.0.51
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -318291 | 1.000160 | -0.0.51 | -51.0.0 (-(51*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| 187481 | 2.000000 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | No |
These are the training products that have the "VASES" tag (processing sequence 3017). 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 |
|---|---|---|---|---|---|---|---|
| 3802 | Hudson Flute Vase | 187481 | Home & Garden > Decor > Figurines | COLOUR_CLEAR | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none |
| 3727 | Big Caterpillar Vase | 0 | BESTSELLER, COLOUR_CLEAR | 318291 | none | ||
| 3724 | Arch | -318291 | BESTSELLER, COLOUR_CLEAR, COLOUR_GREY | 0 | none |