Fold 0 - Understanding why coefficient 4 was selected
Tag: LITTLE MISTER ONE-DERFUL
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 4 | 3.012048 | 4 | 4 (4) | Yes | |
| 170 | 3.024096 | 4.2 | 2.4 (2*83 + 4) | No | |
| -1419393 | 5.000000 | -10.3.40.2 | -2.40.3.10 (-(2*83^3 + 40*83^2 + 3*83 + 10)) | No | |
| 227504 | 5.000000 | 1.2.33 | 33.2.1 (33*83^2 + 2*83 + 1) | No | |
| 399825 | 5.000000 | 14.3.58 | 58.3.14 (58*83^2 + 3*83 + 14) | No |
These are the training products that have the "LITTLE MISTER ONE-DERFUL" tag (processing sequence 4608). 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 |
|---|---|---|---|---|---|---|---|
| 13435 | Little Mister One-derful 1st Birthday Table Decorating Kit | 1 ct | 399825 | none | 399821 | DECORATIONS | ||
| 13425 | Little Mister One-derful First Birthday Bowtie, 2.85" x 11.75" | 1 ct | 227504 | none | 227500 | WEARABLES | ||
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | 170 | none | 166 | POUCHES | ||
| 13429 | Little Mister One-derful First Birthday High Chair Banner, 39" x 8" | 1 ct | 4 | none | 0 | DECORATIONS | ||
| 13434 | Little Mister One-derful First Birthday Scene Setter | 4 pcs | 4 | none | 0 | none | ||
| 13426 | Little Mister One-derful First Birthday Candle, 5" x 3" | 1 ct | -1419393 | CANDLE | -1419397 | none |