Fold 4 - Understanding why coefficient -50403 was selected
Tag: LUCKY
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -50403 | 2.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 5997681 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "LUCKY" tag (processing sequence 175). 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 |
|---|---|---|---|---|---|---|---|
| 10557 | Lucky Stars Sweater - Navy | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 6048084 | none | |
| 5259 | Airbrush Lucky Crop Top | 0 | TANK TOP | 50403 | Apparel & Accessories > Jewelry > Necklaces | 2000S | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | -50403 | CHARM NECKLACE, PENDANT NECKLACE | 0 | ADJUSTABLE NECKLACE, CUBIC ZIRCONIA, GIFT FOR HER |