Fold 2 - Understanding why coefficient -158 was selected
Tag: LITTLE MISTER ONE-DERFUL
Selected Coefficient: -158
Taxonomy Path: -0.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -158 | 3.012818 | -0.2 | -2.0 (-(2*79)) | Yes | |
| 280687 | 3.012979 | 0.77.44 | 44.77.0 (44*79^2 + 77*79) | No | |
| 0 | 3.037975 | 0 | 0 (0) | No | |
| 362067 | 5.012658 | 10.1.58 | 58.1.10 (58*79^2 + 79 + 10) | No | |
| 4013684 | 5.012658 | 10.9.11.8 | 8.11.9.10 (8*79^3 + 11*79^2 + 9*79 + 10) | No | |
| 362229 | 6.000000 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
These are the training products that have the "LITTLE MISTER ONE-DERFUL" tag (processing sequence 3360). 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 |
|---|---|---|---|---|---|---|---|
| 13436 | Little Mister One-derful First Birthday Table Runner, 13" x 72" | 1ct | 4013684 | TABLE RUNNER, 1ST BIRTHDAY | 4013842 | none | ||
| 13428 | Little Mister One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | 1ST BIRTHDAY | 362387 | none | |
| 13424 | Little Mister One-derful First Birthday Beverage Napkins | 16 ct | 362067 | BEVERAGE NAPKINS, 1ST BIRTHDAY | 362225 | none | ||
| 13434 | Little Mister One-derful First Birthday Scene Setter | 4 pcs | 280687 | SCENE SETTER, 1ST BIRTHDAY | 280845 | none | ||
| 13432 | Little Mister One-derful First Birthday Plush Banner Kit | 2 pcs | 0 | BANNER, 1ST BIRTHDAY | 158 | none | ||
| 13429 | Little Mister One-derful First Birthday High Chair Banner, 39" x 8" | 1 ct | -158 | BANNER, 1ST BIRTHDAY | 0 | none | ||
| 13426 | Little Mister One-derful First Birthday Candle, 5" x 3" | 1 ct | -158 | CANDLE, 1ST BIRTHDAY | 0 | none |