Fold 2 - Understanding why coefficient -158 was selected
Tag: LITTLE MISS ONE-DERFUL
Selected Coefficient: -158
Taxonomy Path: -0.2
Taxonomy Name:
Products with this tag: 6
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 | 4.012658 | -0.2 | -2.0 (-(2*79)) | Yes | |
| 0 | 4.012658 | 0 | 0 (0) | No | |
| -162 | 5.000000 | -4.2 | -2.4 (-(2*79 + 4)) | No | |
| 81218 | 5.000000 | 6.1.13 | 13.1.6 (13*79^2 + 79 + 6) | No | |
| 106094 | 5.000000 | 76.78.16 | 16.78.76 (16*79^2 + 78*79 + 76) | No | |
| 362067 | 5.000000 | 10.1.58 | 58.1.10 (58*79^2 + 79 + 10) | No |
These are the training products that have the "LITTLE MISS ONE-DERFUL" tag (processing sequence 4538). 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 |
|---|---|---|---|---|---|---|---|
| 13423 | Little Miss One-derful First Birthday Table Runner, 13" x 72" | 1 ct | 362067 | 1ST BIRTHDAY | 362225 | none | ||
| 13416 | Little Miss One-derful First Birthday Lace Crown | 1 ct | 106094 | 1ST BIRTHDAY | 106252 | none | ||
| 13421 | Little Miss One-derful First Birthday Scene Setter | 4 pcs | 81218 | SCENE SETTER, 1ST BIRTHDAY | 81376 | none | ||
| 13417 | 12" Little Miss One-derful First Birthday Latex Balloon Pack | 6 ct | 0 | 1ST BIRTHDAY | 158 | none | ||
| 13414 | Little Miss One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | -158 | 1ST BIRTHDAY | 0 | none | ||
| 13420 | Little Miss One-derful First Birthday Round Plates 7" | 8 ct | -162 | 7", 1ST BIRTHDAY | -4 | none |