Fold 4 - Understanding why coefficient -25411681 was selected
Tag: COLOUR-BLACK
Selected Coefficient: -25411681
Taxonomy Path: -0.0.0.0.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -25411681 | 2.000198 | -0.0.0.0.1 | -1.0.0.0.0 (-(25411681)) | Yes | |
| 0 | 2.000198 | 0 | 0 (0) | No | |
| -72595441 | 2.000397 | -0.0.59.60.2 | -2.60.59.0.0 (-(2*71^4 + 60*71^3 + 59*71^2)) | No | |
| 20236 | 3.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 76598067 | 3.000198 | 1.1.1.1.3 | 3.1.1.1.1 (3*71^4 + 357911 + 5041 + 71 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | No |
These are the training products that have the "COLOUR-BLACK" tag (processing sequence 919). 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 |
|---|---|---|---|---|---|---|---|
| 7695 | Core Pocket 5 inch Bike Short - Black | 76598067 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 102009748 | COLOURGROUP-BLACK, COURTSPORTS, LENGTH-BIKE SHORTS | |
| 7718 | Sports Dress - Black | 20236 | Apparel & Accessories > Clothing > Dresses | none | 25431917 | COLOURGROUP-BLACK, COURTSPORTS | |
| 7610 | Classic Tank - Black | 0 | CLASSICTOPS | 25411681 | COLOURGROUP-BLACK | ||
| 7644 | Classic T-Shirt - Black | -25411681 | CLASSICTOPS | 0 | COLOURGROUP-BLACK, LENGTH-SHORT SLEEVE | ||
| 7653 | Classic Sweater - Black | -72595441 | CLASSICTOPS | -47183760 | COLOURGROUP-BLACK |