Fold 0 - Understanding why coefficient 10441443 was selected
Tag: NOURISHING
Selected Coefficient: 10441443
Taxonomy Path: 13.3.14.21
Taxonomy Name: Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 10441443 | 4.000000 | 13.3.14.21 | 21.14.3.13 (21*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | Yes |
| -197764650 | 4.000160 | -0.77.8.6.5 | -5.6.8.77.0 (-(5*79^4 + 6*79^3 + 8*79^2 + 77*79)) | No | |
| -187323457 | 4.000160 | -0.77.73.63.4 | -4.63.73.77.0 (-(4*79^4 + 63*79^3 + 73*79^2 + 77*79)) | No | |
| -197764900 | 5.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| -2040974 | 5.000000 | -9.2.11.4 | -4.11.2.9 (-(4*79^3 + 11*79^2 + 2*79 + 9)) | No |
These are the training products that have the "NOURISHING" tag (processing sequence 3062). 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 |
|---|---|---|---|---|---|---|---|
| 3024 | Simple Naked Goat's Milk Shaving Bar with Bentonite Clay | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | SOAP BAR | |
| 3102 | Global Soap Shaving Soap with Tin | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | SCRUB, SOAP BAR | |
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -2040974 | FAIR TRADE | -12482417 | OILS, GENTLE, BABIES | ||
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | -187323457 | ANTIOXIDANT | -197764900 | SCRUB, SOAP BAR | ||
| 3103 | Global Soap Coffee Scrub Soap | -197764650 | ANTIOXIDANT | -208206093 | SCRUB, SOAP BAR | ||
| 3107 | Green Trading Organic Amla Capsules - 500mg | -197764900 | VITAMIN, ANTIOXIDANT | -208206343 | HAIR |