Fold 1 - Understanding why coefficient 177881767 was selected
Tag: SAMPLE-PACK
Selected Coefficient: 177881767
Taxonomy Path: 0.0.0.0.7
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 177881767 | 0.000199 | 0.0.0.0.7 | 7.0.0.0.0 (7*71^4) | Yes | |
| 0 | 0.000199 | 0 | 0 (0) | No | |
| 330351853 | 0.000199 | 0.0.0.0.13 | 13.0.0.0.0 (13*71^4) | No | |
| 355763534 | 0.000199 | 0.0.0.0.14 | 14.0.0.0.0 (14*71^4) | No | |
| 381175215 | 0.000199 | 0.0.0.0.15 | 15.0.0.0.0 (15*71^4) | No | |
| -155600547 | 0.000992 | -0.0.53.8.6 | -6.8.53.0.0 (-(6*71^4 + 8*71^3 + 53*71^2)) | No |
These are the training products that have the "SAMPLE-PACK" tag (processing sequence 2016). 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 |
|---|---|---|---|---|---|---|---|
| 6479 | Pigment Perfecting Serum - Pack of 12 Samples (Wholesale) | 381175215 | WHOLESALE, EXCLUDE-PRODUCTS, MARKETING MATERIALS | 203293448 | none | ||
| 10075 | Kantic® Light Clarifying Cream - Pack of 12 Samples (Wholesale) | 355763534 | WHOLESALE, EXCLUDE-PRODUCTS, MARKETING MATERIALS | 177881767 | none | ||
| 10079 | Tightening Eye Contour Gel - Pack of 12 Samples (Wholesale) | 330351853 | WHOLESALE, EXCLUDE-PRODUCTS, MARKETING MATERIALS | 152470086 | none | ||
| 10088 | Kantic® Brightening Moisture Mask - Pack of 12 Samples (Wholesale) | 177881767 | WHOLESALE, EXCLUDE-PRODUCTS, MARKETING MATERIALS | 0 | none | ||
| 6480 | Purifying Gel Cleanser - Pack of 12 Samples (Wholesale) | 0 | WHOLESALE, EXCLUDE-PRODUCTS, MARKETING MATERIALS | -177881767 | none | ||
| 10080 | Soothing Body lotion - Pack of 12 Samples (Wholesale) | -155600547 | WHOLESALE, EXCLUDE-PRODUCTS, MARKETING MATERIALS | -333482314 | none |