Fold 3 - Understanding why coefficient -664416494 was selected
Tag: SAMPLE-PACK
Selected Coefficient: -664416494
Taxonomy Path: -0.0.0.0.14
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -664416494 | 0.000290 | -0.0.0.0.14 | -14.0.0.0.0 (-(14*83^4)) | Yes | |
| -47458321 | 0.000290 | -0.0.0.0.1 | -1.0.0.0.0 (-(47458321)) | No | |
| 0 | 0.000290 | 0 | 0 (0) | No | |
| -954188501 | 0.001016 | -0.0.65.8.20 | -20.8.65.0.0 (-(20*83^4 + 8*83^3 + 65*83^2)) | No | |
| -953658048 | 0.001016 | -0.0.71.7.20 | -20.7.71.0.0 (-(20*83^4 + 7*83^3 + 71*83^2)) | No |
These are the training products that have the "SAMPLE-PACK" tag (processing sequence 6666). 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 |
|---|---|---|---|---|---|---|---|
| 10075 | Kantic® Light Clarifying Cream - Pack of 12 Samples (Wholesale) | 0 | EXCLUDE-PRODUCTS | 664416494 | none | ||
| 10091 | Kantic® Calming Cream - Pack of 12 Samples (Wholesale) | 0 | EXCLUDE-PRODUCTS | 664416494 | none | ||
| 10079 | Tightening Eye Contour Gel - Pack of 12 Samples (Wholesale) | -47458321 | EXCLUDE-PRODUCTS | 616958173 | none | ||
| 10076 | Rejuvenating Eye Balm - Pack of 12 Samples (Wholesale) | -47458321 | EXCLUDE-PRODUCTS | 616958173 | none | ||
| 10092 | Gentle Refining Scrub - Pack of 12 Samples (Wholesale) | -664416494 | EXCLUDE-PRODUCTS | 0 | none | ||
| 6480 | Purifying Gel Cleanser - Pack of 12 Samples (Wholesale) | -664416494 | EXCLUDE-PRODUCTS | 0 | none | ||
| 10078 | Skin Repair Gel - Pack of 12 Samples (Wholesale) | -953658048 | EXCLUDE-PRODUCTS | -289241554 | none | ||
| 10080 | Soothing Body lotion - Pack of 12 Samples (Wholesale) | -954188501 | EXCLUDE-PRODUCTS | -289772007 | none |