Fold 0 - Understanding why coefficient -208206093 was selected
Tag: SCRUB
Selected Coefficient: -208206093
Taxonomy Path: -13.1.23.27.5
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? |
|---|---|---|---|---|---|
| -208206093 | 3.000160 | -13.1.23.27.5 | -5.27.23.1.13 (-(5*79^4 + 27*79^3 + 23*79^2 + 79 + 13)) | Yes | |
| -197764900 | 3.000160 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 3937992 | 3.012658 | 0.78.77.7 | 7.77.78.0 (7*79^3 + 77*79^2 + 78*79) | No | |
| 312836365 | 4.000000 | 78.78.39.2.8 | 8.2.39.78.78 (8*79^4 + 2*79^3 + 39*79^2 + 78*79 + 78) | No |
These are the training products that have the "SCRUB" tag (processing sequence 3726). 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 |
|---|---|---|---|---|---|---|---|
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 312836365 | ANTIOXIDANT, FACE MASK | 521042458 | SKIN TONING | ||
| 3104 | Global Soap Stain Remover Soap | 3937992 | LAUNDRY | 212144085 | SOAP BAR | ||
| 3102 | Global Soap Shaving Soap with Tin | 0 | NOURISHING | 208206093 | SOAP BAR | ||
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | -197764900 | ANTIOXIDANT, NOURISHING | 10441193 | SOAP BAR | ||
| 3103 | Global Soap Coffee Scrub Soap | -208206093 | ANTIOXIDANT, NOURISHING | 0 | SOAP BAR |