Fold 1 - Understanding why coefficient -332096039 was selected
Tag: BEAUTY
Selected Coefficient: -332096039
Taxonomy Path: -0.0.62.4.13
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -332096039 | 5.000198 | -0.0.62.4.13 | -13.4.62.0.0 (-(13*71^4 + 4*71^3 + 62*71^2)) | Yes | |
| 4042201465 | 5.000397 | 0.0.62.4.17.2 | 2.17.4.62.0.0 (2*71^5 + 17*71^4 + 4*71^3 + 62*71^2) | No | |
| -226 | 7.000000 | -13.3 | -3.13 (-(3*71 + 13)) | No | |
| 52950597 | 7.000000 | 4.70.66.5.2 | 2.5.66.70.4 (2*71^4 + 5*71^3 + 66*71^2 + 70*71 + 4) | No | |
| 2034991362 | 7.000000 | 12.2.53.5.9.1 | 1.9.5.53.2.12 (1804229351 + 9*71^4 + 5*71^3 + 53*71^2 + 2*71 + 12) | No | |
| 4360542 | 7.000000 | 6.1.13.12 | 12.13.1.6 (12*71^3 + 13*71^2 + 71 + 6) | No | |
| -2293727 | 7.000000 | -1.1.29.6 | -6.29.1.1 (-(6*71^3 + 29*71^2 + 71 + 1)) | No |
These are the training products that have the "BEAUTY" tag (processing sequence 727). 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! | 4042201465 | ORGANIC | 4374297504 | none | ||
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | 2034991362 | BEACH | 2367087401 | BIO-DEGRADABLE, BIODEGRADABLE, COMPOSTABLE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 52950597 | ACNE, ALL AGES | 385046636 | CHILDREN, CRADLE CAP, ECZEMA, HORMONE BALANCE, INFANTS, NAPPY RASH | ||
| 8831 | Valentines Day Bundle Love Day Celebration Valentines 20 Designs Bundle Love Cupid Jesus Cute Valentines SVG Retro True Love Valentine Shirts SVG PNG Cutting Designs Print Sublimation | 4360542 | PORTRAIT | 336456581 | none | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -226 | SCRUB, ACNE | 332095813 | ECZEMA, EXFOLIATION | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -2293727 | ORGANIC, BEACH | 329802312 | SKIN, SUN | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -332096039 | ACNE | 0 | none | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -332096039 | ACNE | 0 | none |