Fold 2 - Understanding why coefficient -72595441 was selected
Tag: COLOUR-BLACK
Selected Coefficient: -72595441
Taxonomy Path: -0.0.59.60.2
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? |
|---|---|---|---|---|---|
| -72595441 | 1.000198 | -0.0.59.60.2 | -2.60.59.0.0 (-(2*71^4 + 60*71^3 + 59*71^2)) | Yes | |
| 0 | 1.000198 | 0 | 0 (0) | No | |
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "COLOUR-BLACK" tag (processing sequence 932). 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 |
|---|---|---|---|---|---|---|---|
| 7718 | Sports Dress - Black | 20236 | Apparel & Accessories > Clothing > Dresses | none | 72615677 | COLOURGROUP-BLACK, COURTSPORTS | |
| 7610 | Classic Tank - Black | 0 | CLASSICTOPS | 72595441 | COLOURGROUP-BLACK, STYLE-TOPS | ||
| 7653 | Classic Sweater - Black | -72595441 | CLASSICTOPS | 0 | COLOURGROUP-BLACK |