Fold 0 - 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: 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? |
|---|---|---|---|---|---|
| -38950081 | 4.000000 | -0.0.0.0.1 | -1.0.0.0.0 (-(38950081)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 80864797 | 5.000000 | 2.2.1.6.2 | 2.6.1.2.2 (2*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | No |
| 119814878 | 5.000000 | 2.2.1.6.3 | 3.6.1.2.2 (3*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | No |
| 158764959 | 5.000000 | 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 |
| -3813502 | 7.000000 | -14.3.58.7 | -7.58.3.14 (-(7*79^3 + 58*79^2 + 3*79 + 14)) | No |
These are the training products that have the "SMALL" tag (processing sequence 3591). 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 |
|---|---|---|---|---|---|---|---|
| 3837 | Textured Animals | 158764959 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | 197715040 | none | |
| 3822 | Square Woven Foot Toy | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 158764959 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none |
| 3835 | Star Treats | 80864797 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none |
| 3876 | Vine Twist Log | 0 | SHOP: SHREDDERS | 38950081 | none | ||
| 3894 | Wood Toss Rings | 0 | SHOP: WOOD | 38950081 | none | ||
| 6186 | Zeta Phi Beta Key Chain Tag | -3813502 | OFFICE GIFT, HERS | 35136579 | PARTY FAVOR | ||
| 3873 | Vine Sticks | -38950081 | SHOP: SHREDDERS | 0 | none | ||
| 3836 | Sunflower Pot | -38950081 | SHOP: HANGING TOYS | 0 | none |