Fold 0 - Understanding why coefficient -3020724 was selected
Tag: LEISURE
Selected Coefficient: -3020724
Taxonomy Path: -1.1.10.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -3020724 | 3.000000 | -1.1.10.6 | -6.10.1.1 (-(6*79^3 + 10*79^2 + 79 + 1)) | Yes | |
| -736688 | 3.000000 | -13.3.39.1 | -1.39.3.13 (-(493039 + 39*79^2 + 3*79 + 13)) | No | |
| 25044 | 3.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 2895824 | 3.000000 | 0.0.69.5 | 5.69.0.0 (5*79^3 + 69*79^2) | No |
These are the training products that have the "LEISURE" tag (processing sequence 1898). 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 |
|---|---|---|---|---|---|---|---|
| 280 | BF Tee, LIGHT Jersey | 2895824 | TOP, FABRIC | 5916548 | none | ||
| 281 | EZ Dress, LIGHT Jersey | 25044 | Apparel & Accessories > Clothing > Dresses | none | 3045768 | Animals & Pet Supplies > Pet Supplies > Pet Bowls, Feeders & Waterers > Travel Bowls | PAJAMAS |
| 283 | EZ Dress, SHEER Jersey | -736688 | JERSEY, FABRIC, EUCALYPTUS | 2284036 | PAJAMAS, SLEEPWEAR | ||
| 261 | Baby Tee, LIGHT Jersey | -3020724 | TOP, CORE | 0 | none |