Fold 1 - Understanding why coefficient -4437351 was selected
Tag: STYLE
Selected Coefficient: -4437351
Taxonomy Path: -0.0.0.9
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 0 | 6.000483 | 0 | 0 (0) | No | |
| -4437351 | 6.000483 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | Yes | |
| 7851178 | 6.000483 | 0.0.73.15 | 15.73.0.0 (15*79^3 + 73*79^2) | No | |
| -1516563 | 6.000483 | -0.0.6.3 | -3.6.0.0 (-(3*79^3 + 6*79^2)) | No | |
| 7919829 | 6.000641 | 0.0.5.16 | 16.5.0.0 (16*79^3 + 5*79^2) | No | |
| 7801091 | 8.000320 | 78.76.64.15 | 15.64.76.78 (15*79^3 + 64*79^2 + 76*79 + 78) | No | |
| -599295 | 8.000320 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | No | |
| -6540727 | 8.000320 | -1.2.21.13 | -13.21.2.1 (-(13*79^3 + 21*79^2 + 2*79 + 1)) | No | |
| 548216405 | 10.000000 | 13.9.72.5.14 | 14.5.72.9.13 (14*79^4 + 5*79^3 + 72*79^2 + 9*79 + 13) | No | |
| 5997681 | 10.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -14161228 | 10.000000 | -4.5.57.28 | -28.57.5.4 (-(28*79^3 + 57*79^2 + 5*79 + 4)) | No |
These are the training products that have the "STYLE" tag (processing sequence 2817). 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 |
|---|---|---|---|---|---|---|---|
| 977 | JH Mountains | 548216405 | SWEATSHIRT, COMFORT | 552653756 | none | ||
| 1035 | Paige | 7919829 | CASUAL, BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, RAILS, RETRO | 12357180 | SUMMER COLORS | ||
| 933 | Georgette Ruffle | 7851178 | CASUAL, BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS, RETRO | 12288529 | none | ||
| 893 | Dolan | 7801091 | CASUAL, BEST DRESS, CLASSIC, COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS, RETRO | 12238442 | none | ||
| 1013 | Modern Knit Mini Dress | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | BEST DRESS, FIGURE FLATTERING | 10435032 | none | |
| 857 | Clarkson | 0 | CASUAL, BEST SELLER, CLASSIC, COMFORT | 4437351 | none | ||
| 920 | Felize | -599295 | CASUAL, CLASSIC, COMFORT | 3838056 | none | ||
| 872 | Days Gone By Tiered Shorts | -1516563 | BEACH | 2920788 | none | ||
| 1025 | Naya | -4437351 | CASUAL, BEST SELLER, CLASSIC, COMFORT | 0 | none | ||
| 1069 | Taylor | -6540727 | CASUAL, ACCESSORIES, BEST SELLER, CLASSIC, COMFORT | -2103376 | SUMMER COLORS | ||
| 957 | Good Legs Crop Mini Boot | -14161228 | JEANS, CASUAL, CLASSIC, COMFORT, GOOD AMERICAN, KARDASHIAN | -9723877 | none |