Fold 4 - Understanding why coefficient 744501622 was selected
Tag: SAMPLE-PACK
Selected Coefficient: 744501622
Taxonomy Path: 13.3.2.9.19
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 744501622 | 0.000160 | 13.3.2.9.19 | 19.9.2.3.13 (19*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | Yes |
| 238150569 | 0.000160 | 13.3.2.9.6 | 6.9.2.3.13 (6*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | No |
| 510801136 | 0.000160 | 13.3.2.9.13 | 13.9.2.3.13 (13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | No |
| 783451703 | 0.000160 | 13.3.2.9.20 | 20.9.2.3.13 (20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | No |
| 822401784 | 0.000160 | 13.3.2.9.21 | 21.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | No |
| 125070 | 0.000961 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
These are the training products that have the "SAMPLE-PACK" tag (processing sequence 4258). 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) | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 77900162 | EXCLUDE-PRODUCTS | |
| 10075 | Kantic® Light Clarifying Cream - Pack of 12 Samples (Wholesale) | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 38950081 | EXCLUDE-PRODUCTS | |
| 10079 | Tightening Eye Contour Gel - Pack of 12 Samples (Wholesale) | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 0 | EXCLUDE-PRODUCTS | |
| 10076 | Rejuvenating Eye Balm - Pack of 12 Samples (Wholesale) | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 0 | EXCLUDE-PRODUCTS | |
| 10088 | Kantic® Brightening Moisture Mask - Pack of 12 Samples (Wholesale) | 510801136 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | none | -233700486 | EXCLUDE-PRODUCTS | |
| 10092 | Gentle Refining Scrub - Pack of 12 Samples (Wholesale) | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | -506351053 | EXCLUDE-PRODUCTS | |
| 10080 | Soothing Body lotion - Pack of 12 Samples (Wholesale) | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -744376552 | EXCLUDE-PRODUCTS |