Fold 3 - Understanding why coefficient 97 was selected
Tag: LUXURIOUS SHOWER SYSTEMS LED
Selected Coefficient: 97
Taxonomy Path: 14.1
Taxonomy Name:
Products with this tag: 23
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? |
|---|---|---|---|---|---|
| 97 | 10.000871 | 14.1 | 1.14 (83 + 14) | Yes | |
| 27653 | 10.001306 | 14.1.4 | 4.1.14 (4*83^2 + 83 + 14) | No | |
| 34542 | 10.001597 | 14.1.5 | 5.1.14 (5*83^2 + 83 + 14) | No | |
| -34445 | 14.000581 | -0.0.5 | -5.0.0 (-(5*83^2)) | No | |
| 0 | 14.000871 | 0 | 0 (0) | No | |
| -6889 | 14.001161 | -0.0.1 | -1.0.0 (-(6889)) | No | |
| -34542 | 22.000000 | -14.1.5 | -5.1.14 (-(5*83^2 + 83 + 14)) | No |
These are the training products that have the "LUXURIOUS SHOWER SYSTEMS LED" tag (processing sequence 4413). 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 |
|---|---|---|---|---|---|---|---|
| 30755 | 14"x20" Recessed Rainfall Shower Set | 34542 | none | 34445 | none | ||
| 30869 | 23"x31" Luxurious Classic Design recessed LED shower system built in Bluetooth speaker | 34542 | none | 34445 | none | ||
| 30770 | 14"x20" Recessed LED Shower System | 27653 | none | 27556 | none | ||
| 30777 | 14"x20" White LED Shower System with LCD Touch Screen | 27653 | none | 27556 | none | ||
| 30814 | 16"x16" Luxurious Classic Design recessed LED shower system built in Bluetooth speaker | 27653 | none | 27556 | none | ||
| 30763 | 14"x20" LED Shower System with 2-Way thermostatic valve (Push Button) | 27653 | none | 27556 | none | ||
| 32345 | Cascada 16 Inch Ceiling Mount Square Rainfall LED Shower Head, Stainless Steel (include Shower Arm) | 97 | none | 0 | none | ||
| 30787 | 15"x28" LED Multi Function Shower System | 97 | none | 0 | none | ||
| 30773 | 14"x20" LED Shower System With 3-Way Thermostatic Valve (4 knobs) | 97 | none | 0 | none | ||
| 30866 | 23"x31" Luxurious Classic Design recessed waterfall & rainfall LED shower system – 7 mode | 97 | none | 0 | none | ||
| 30868 | 23"x31" Luxurious Classic Design recessed LED shower system built in Bluetooth speaker | 97 | none | 0 | none | ||
| 30772 | 14"x20" Recessed Rainfall/Waterfall LED Shower System | 97 | none | 0 | none | ||
| 30929 | 23"x31" Luxurious Classic Design recessed waterfall & rainfall LED shower system – 6 mode | 97 | none | 0 | none | ||
| 32356 | 9"x22” Music LED shower system with built-in Bluetooth Speaker | 0 | MASSAGING SHOWER SYSTEMS LED | -97 | none | ||
| 32353 | Cascada Luxury 9"x22” Music LED shower set | 0 | SHOWER SETS LED | -97 | none | ||
| 30919 | 23"x31" Luxurious Classic Design recessed waterfall & rainfall LED shower system – 7 mode | 0 | MASSAGING SHOWER SYSTEMS LED | -97 | none | ||
| 32358 | 9"x22” Music LED shower system with Bluetooth Speaker | -6889 | MASSAGING SHOWER SYSTEMS LED | -6986 | none | ||
| 32346 | Cascada 16”x28” Music LED shower system with built-in Bluetooth Speakers | -34445 | MASSAGING SHOWER SYSTEMS LED | -34542 | none | ||
| 32357 | 9"x22” Music LED shower system with built-in Bluetooth Speakers | -34445 | MASSAGING SHOWER SYSTEMS LED | -34542 | none | ||
| 32362 | 9"x22” Music LED shower set with Valve & LCD Display | -34445 | SHOWER SETS LED | -34542 | none | ||
| 32361 | 9"x22” Music LED shower system | -34445 | MASSAGING SHOWER SYSTEMS LED | -34542 | none | ||
| 30774 | 14"x20" Recessed Multicolor LED Shower System with Color Changing Remote Controller | -34445 | MASSAGING SHOWER SYSTEMS LED | -34542 | none | ||
| 30920 | 23"x31" Luxurious Classic Design waterfall & rainfall LED shower system – 6 mode | -34542 | SHOWER SETS LED, MASSAGING SHOWER SYSTEMS LED | -34639 | none |