Fold 0 - Understanding why coefficient -4025525 was selected
Tag: CANVAS
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -1591535 | 5.000160 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | No | |
| -4025525 | 5.000160 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -4025363 | 6.000000 | -76.77.12.8 | -8.12.77.76 (-(8*79^3 + 12*79^2 + 77*79 + 76)) | No | |
| -10023044 | 6.000000 | -77.78.25.20 | -20.25.78.77 (-(20*79^3 + 25*79^2 + 78*79 + 77)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 78905053 | 6.000000 | 11.1.3.2.2 | 2.2.3.1.11 (2*79^4 + 2*79^3 + 3*79^2 + 79 + 11) | No | |
| 78911455 | 6.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | No |
These are the training products that have the "CANVAS" tag (processing sequence 923). 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 |
|---|---|---|---|---|---|---|---|
| 5845 | Mech Love Not War, Garden Guardian - Matte Canvas, Stretched, 0.75" | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 82936980 | none | |
| 14068 | Cocoa Nut Palm | 78905053 | PRINT, AUSTRALIAN ART, BLACK AND WHITE DECOR | 82930578 | none | ||
| 14009 | Coconut Grove | 0 | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | COCONUT PALM | ||
| 7871 | Roebling Suspension Bridge, Early Morning | -1591535 | OIL, ORANGE | 2433990 | none | ||
| 7870 | City Glow | -4025363 | OIL, GREEN, ORANGE, BRIGHT COLORS | 162 | Baby & Toddler > Baby Gift Sets | none | |
| 7872 | Suspended | -4025525 | GREY, OIL | 0 | none | ||
| 7881 | 513 Migos | -10023044 | PINK, OIL, GREEN, ORANGE, BRIGHT COLORS | -5997519 | none |