Fold 0 - Understanding why coefficient -4899185 was selected
Tag: CLOUDS
Selected Coefficient: -4899185
Taxonomy Path: -0.0.74.9
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? |
|---|---|---|---|---|---|
| -4899185 | 2.000160 | -0.0.74.9 | -9.74.0.0 (-(9*79^3 + 74*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 7193 | 3.000000 | 4.12.1 | 1.12.4 (6241 + 12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | No |
These are the training products that have the "CLOUDS" tag (processing sequence 179). 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 |
|---|---|---|---|---|---|---|---|
| 12184 | Designer Minky Blanket - Sailing Dreams Clouds in Charcoal | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | 4906378 | DESIGNER MINKY BLANKET | |
| 9378 | Airbrush Pet w/ Wings Shirt Design | 0 | DESIGN | 4899185 | none | ||
| 11314 | Heaven Cent | -4899185 | PINK | 0 | ATHLETIC | ||
| 9375 | Airbrush Pet w/ Wings And Clouds Memorial Shirt Design | -5997681 | DESIGN, PINK | -1098496 | none |