Fold 2 - Understanding why coefficient -333583360 was selected
Tag: BEAUTY
Selected Coefficient: -333583360
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -333583360 | 5.000198 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | Yes | |
| 4040714144 | 5.000198 | 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 | |
| -1487547 | 6.000000 | -26.6.11.4 | -4.11.6.26 (-(4*71^3 + 11*71^2 + 6*71 + 26)) | No | |
| 52950371 | 6.000000 | 62.66.66.5.2 | 2.5.66.66.62 (2*71^4 + 5*71^3 + 66*71^2 + 66*71 + 62) | No | |
| 2035349273 | 6.000000 | 12.2.53.6.9.1 | 1.9.6.53.2.12 (1804229351 + 9*71^4 + 6*71^3 + 53*71^2 + 2*71 + 12) | No | |
| 11649972 | 6.000000 | 8.3.39.32 | 32.39.3.8 (32*71^3 + 39*71^2 + 3*71 + 8) | No | |
| -1935816 | 6.000000 | -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 730). 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 | 4374297504 | none | ||
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | 2035349273 | BEACH | 2368932633 | BIO-DEGRADABLE, BIODEGRADABLE, COMPOSTABLE, DRY SKIN | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 52950371 | ACNE, ALL AGES, BABIES | 386533731 | DRY SKIN, GENTLE, INFANTS, MOTHERS, 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 | 11649972 | PORTRAIT | 345233332 | none | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -1487547 | FACIAL, SCRUB, ACNE | 332095813 | DRY SKIN | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1935816 | ORGANIC, BEACH | 331647544 | SUN | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -333583360 | FACIAL, ACNE | 0 | STRETCH MARKS, WOUND CARE |