Fold 4 - Understanding why coefficient -206837 was selected
Tag: MOTIVATIONAL
Selected Coefficient: -206837
Taxonomy Path: -1.2.30
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -206837 | 2.012048 | -1.2.30 | -30.2.1 (-(30*83^2 + 2*83 + 1)) | Yes | |
| -55611 | 2.024096 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 551120 | 3.000145 | 0.0.80 | 80.0.0 (80*83^2) | No |
These are the training products that have the "MOTIVATIONAL" tag (processing sequence 5666). 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 |
|---|---|---|---|---|---|---|---|
| 30297 | Yamileth Sunflower Charm Jewelry with Inspirational Greeting Card | 551120 | BEST GIFT | 757957 | WEDDING GIFTS, TEACHER GIFTS, BEST SELLING, ANNIVERSARY GIFTS | ||
| 5028 | FEMINIST PLATE NECKLACE | 0 | GOLD NECKLACE | 206837 | none | ||
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | -55611 | HEART JEWELRY, BEST GIFT | 151226 | WEDDING GIFTS, TEACHER GIFTS, BEST SELLING, ANNIVERSARY GIFTS | ||
| 16963 | Dare To Dream Bracelet | -206837 | RETIRE FALL 24, META-COLOR:DARK | 0 | none | ||
| 16973 | Do Not Be Afraid Bracelet | -206837 | 062024, META-COLOR:DARK | 0 | none |