Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| -4 | 3.000000 | -4 | -4 (-(4)) | Yes | |
| 158 | 4.000000 | 0.2 | 2.0 (2*79) | No | |
| -362229 | 5.000000 | -14.3.58 | -58.3.14 (-(58*79^2 + 3*79 + 14)) | No |
These are the training products that have the "LITTLE MISTER ONE-DERFUL" tag (processing sequence 3947). 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 |
|---|---|---|---|---|---|---|---|
| 13428 | Little Mister One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | 158 | 1ST BIRTHDAY | 162 | Baby & Toddler > Baby Gift Sets | WEARABLES | |
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | 158 | 1ST BIRTHDAY | 162 | Baby & Toddler > Baby Gift Sets | POUCHES | |
| 13433 | Little Mister One-derful First Birthday Round Plates, 7" | 8 ct | -4 | 7", 1ST BIRTHDAY | 0 | none | ||
| 13434 | Little Mister One-derful First Birthday Scene Setter | 4 pcs | -4 | SCENE SETTER, 1ST BIRTHDAY | 0 | none | ||
| 13435 | Little Mister One-derful 1st Birthday Table Decorating Kit | 1 ct | -4 | DECORATIONS, 1ST BIRTHDAY | 0 | none | ||
| 13429 | Little Mister One-derful First Birthday High Chair Banner, 39" x 8" | 1 ct | -362229 | DECORATIONS, 1ST BIRTHDAY | -362225 | none |