Fold 3 - Understanding why coefficient -4371325655 was selected
Tag: COMPOSTABLE
Selected Coefficient: -4371325655
Taxonomy Path: -13.3.2.9.9.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4371325655 | 1.000145 | -13.3.2.9.9.1 | -1.9.9.2.3.13 (-(3939040643 + 9*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)) | Yes | |
| 32502040 | 1.000145 | 70.79.69.56 | 56.69.79.70 (56*83^3 + 69*83^2 + 79*83 + 70) | No | |
| 9190770 | 2.000000 | 14.10.6.16 | 16.6.10.14 (16*83^3 + 6*83^2 + 10*83 + 14) | No |
These are the training products that have the "COMPOSTABLE" tag (processing sequence 6218). 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 |
|---|---|---|---|---|---|---|---|
| 3173 | Tea Towel & SPRUCE Cloth Gorgeous Gift Sets by The Green Collective | 32502040 | GIFT SET, CHRISTMAS GIFT IDEAS | 4403827695 | LAUNDRY | ||
| 3021 | Circuly Plastic Free Cleaning Cloths - Amazing Value & Eco-Friendly! | 9190770 | none | 4380516425 | LAUNDRY | ||
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | -4371325655 | LIPS, LIP BALM | 0 | BEAUTY |