Fold 3 - Understanding why coefficient -4000481 was selected
Tag: FABRIC
Selected Coefficient: -4000481
Taxonomy Path: -0.0.9.8
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? |
|---|---|---|---|---|---|
| -4000481 | 2.000160 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -6078814 | 3.000000 | -1.1.26.12 | -12.26.1.1 (-(12*79^3 + 26*79^2 + 79 + 1)) | No | |
| 1129701 | 3.000000 | 1.1.23.2 | 2.23.1.1 (2*79^3 + 23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | No |
These are the training products that have the "FABRIC" tag (processing sequence 3203). 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 |
|---|---|---|---|---|---|---|---|
| 13780 | Kingdom of Tonga Hibiscus Turtle Sarong | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 5130182 | APPAREL | |
| 280 | BF Tee, LIGHT Jersey | 0 | SHORT SLEEVE | 4000481 | none | ||
| 282 | EZ Dress, MEDIUM Jersey | -4000481 | SHORT SLEEVE | 0 | LINGERIE | ||
| 283 | EZ Dress, SHEER Jersey | -6078814 | SHORT SLEEVE, SLEEPWEAR | -2078333 | LINGERIE |