Fold 2 - Understanding why coefficient -4006722 was selected
Tag: NARUTO
Selected Coefficient: -4006722
Taxonomy Path: -0.0.10.8
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? |
|---|---|---|---|---|---|
| -4006722 | 2.000160 | -0.0.10.8 | -8.10.0.0 (-(8*79^3 + 10*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 967606 | 2.012658 | 14.3.76.1 | 1.76.3.14 (493039 + 76*79^2 + 3*79 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | No |
| 40985530 | 2.012658 | 14.11.10.4.1 | 1.4.10.11.14 (38950081 + 4*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Bowls | No |
These are the training products that have the "NARUTO" tag (processing sequence 3300). 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 |
|---|---|---|---|---|---|---|---|
| 13051 | Naruto Ramen Bowls | 8ct | 40985530 | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Bowls | none | 44992252 | none | |
| 13050 | Naruto Jumbo Letter Birthday Banner | 1ct | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 4974328 | none | |
| 13038 | Naruto Table Centerpiece Kit | 5pcs | 0 | CENTERPIECE | 4006722 | none | ||
| 13056 | Naruto Wearable Headband | 1ct | -4006722 | HEADBAND | 0 | none |