Fold 2 - Understanding why coefficient 4025678 was selected
Tag: CLEANSE
Selected Coefficient: 4025678
Taxonomy Path: 75.2.13.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 4025678 | 3.000160 | 75.2.13.8 | 8.13.2.75 (8*79^3 + 13*79^2 + 2*79 + 75) | Yes | |
| 127347838 | 3.000160 | 75.2.23.21.3 | 3.21.23.2.75 (3*79^4 + 21*79^3 + 23*79^2 + 2*79 + 75) | No | |
| 157 | 4.000000 | 78.1 | 1.78 (79 + 78) | No | |
| 178 | 4.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
| 125070 | 4.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
These are the training products that have the "CLEANSE" tag (processing sequence 995). 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 |
|---|---|---|---|---|---|---|---|
| 3101 | Global Soap Shampoo Bars | 127347838 | BATHROOM, CHILDREN | 123322160 | HAIR CARE | ||
| 3098 | Global Soap Detox Skin Bar | 4025678 | BATHROOM, CHILDREN | 0 | none | ||
| 5707 | BATH SALTS TRIO<br>SALT POUCHES | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -3900608 | DETOX | |
| 972 | Pineapple Jasmine | 178 | Religious & Ceremonial > Religious Items | none | -4025500 | INCENSE | |
| 3103 | Global Soap Coffee Scrub Soap | 157 | BATHROOM | -4025521 | NOURISHING |