Fold 1 - Understanding why coefficient -143702 was selected
Tag: SCRUB
Selected Coefficient: -143702
Taxonomy Path: -1.2.23
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -143702 | 1.000000 | -1.2.23 | -23.2.1 (-(23*79^2 + 2*79 + 1)) | Yes | |
| 2918472919 | 1.000000 | 14.4.28.73.74 | 74.73.28.4.14 (74*79^4 + 73*79^3 + 28*79^2 + 4*79 + 14) | No |
These are the training products that have the "SCRUB" tag (processing sequence 2562). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 2918472919 | ANTISEPTIC, BATHROOM, BIO-DEGRADABLE, BIODEGRADABLE, CLEANING, LAUNDRY | 2918616621 | none | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -143702 | ACNE, BEAUTY, ECZEMA, ENZYME, EXFOLIATION, FACE MASK | 0 | none |