Fold 3 - Understanding why coefficient 38950081 was selected
Tag: SMALL
Selected Coefficient: 38950081
Taxonomy Path: 0.0.0.0.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 38950081 | 3.000160 | 0.0.0.0.1 | 1.0.0.0.0 (38950081) | Yes | |
| -38950081 | 3.000160 | -0.0.0.0.1 | -1.0.0.0.0 (-(38950081)) | No | |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| 534391866 | 3.000641 | 0.0.69.56.13 | 13.56.69.0.0 (13*79^4 + 56*79^3 + 69*79^2) | No | |
| 158764959 | 6.000000 | 2.2.1.6.4 | 4.6.1.2.2 (4*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | No |
| 197715040 | 6.000000 | 2.2.1.6.5 | 5.6.1.2.2 (5*79^4 + 6*79^3 + 6241 + 2*79 + 2) | No | |
| -119814878 | 7.000000 | -2.2.1.6.3 | -3.6.1.2.2 (-(3*79^4 + 6*79^3 + 6241 + 2*79 + 2)) | No |
These are the training products that have the "SMALL" tag (processing sequence 3808). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 534391866 | TOP | 495441785 | none | ||
| 3876 | Vine Twist Log | 197715040 | SHOP: SHREDDERS, SHOP: FOOT TOYS, XLARGE | 158764959 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | |
| 3837 | Textured Animals | 158764959 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | SHOP: FOOT TOYS, XLARGE | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none |
| 3836 | Sunflower Pot | 38950081 | SHOP: HANGING TOYS | 0 | none | ||
| 3885 | Wood Handle | 38950081 | SHOP: WOOD, SHOP: FOOT TOYS, XLARGE | 0 | none | ||
| 6186 | Zeta Phi Beta Key Chain Tag | 0 | OFFICE GIFT, HERS, GIRLS GIFT | -38950081 | SORORITY | ||
| 3835 | Star Treats | -38950081 | SHOP: FOOT TOYS | -77900162 | none | ||
| 3894 | Wood Toss Rings | -119814878 | SHOP: WOOD, SHOP: FOOT TOYS | -158764959 | none |