Fold 2 - Understanding why coefficient 332095813 was selected
Tag: BEAUTY
Selected Coefficient: 332095813
Taxonomy Path: 58.67.61.4.13
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? |
|---|---|---|---|---|---|
| 332095813 | 1.000198 | 58.67.61.4.13 | 13.4.61.67.58 (13*71^4 + 4*71^3 + 61*71^2 + 67*71 + 58) | Yes | |
| 4040714144 | 1.000198 | 58.67.50.0.17.2 | 2.17.0.50.67.58 (2*71^5 + 17*71^4 + 50*71^2 + 67*71 + 58) | No | |
| -1935816 | 2.000000 | -1.1.29.5 | -5.29.1.1 (-(5*71^3 + 29*71^2 + 71 + 1)) | No |
These are the training products that have the "BEAUTY" tag (processing sequence 484). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 4040714144 | ORGANIC, FACIAL | 3708618331 | FACE | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 332095813 | FACIAL, SCRUB | 0 | none | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1935816 | ORGANIC, BEACH | -334031629 | WINTER |