Fold 4 - Understanding why coefficient -357911 was selected
Tag: NAPPA SHEEPSKIN
Selected Coefficient: -357911
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -357911 | 1.000198 | -0.0.0.1 | -1.0.0.0 (-(357911)) | Yes | |
| -1426603 | 1.000397 | -0.0.70.3 | -3.70.0.0 (-(3*71^3 + 70*71^2)) | No | |
| 2570982 | 3.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "NAPPA SHEEPSKIN" tag (processing sequence 43). 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 |
|---|---|---|---|---|---|---|---|
| 7974 | Mens Leather Shirt Red Baseball Jersey Nappa Sheepskin Relaxed Fit | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS |
| 7994 | Mens Leather Baseball Jersey style in black with Snakeskin Trim Nappa Sheepskin | -357911 | BLACK | 0 | META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS | ||
| 7995 | Mens Black Leather Alligator Shirt Jacket Crocodile Embossed Nappa Sheepskin | -357911 | BLACK | 0 | META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS, XL | ||
| 7956 | Mens Leather Shorts 13" inseam with pockets Genuine Nappa Sheepskin in 4 colors | -1426603 | BLACK | -1068692 | none |