Fold 0 - Understanding why coefficient 97 was selected
Tag: LUXURIOUS SHOWER SYSTEMS LED
Selected Coefficient: 97
Taxonomy Path: 14.1
Taxonomy Name:
Products with this tag: 30
Unique residual values tried: 5
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 | 6.001306 | 14.1 | 1.14 (83 + 14) | Yes | |
| 34542 | 6.002758 | 14.1.5 | 5.1.14 (5*83^2 + 83 + 14) | No | |
| 27653 | 6.002903 | 14.1.4 | 4.1.14 (4*83^2 + 83 + 14) | No | |
| 0 | 24.000145 | 0 | 0 (0) | No | |
| -34445 | 24.000726 | -0.0.5 | -5.0.0 (-(5*83^2)) | No |
These are the training products that have the "LUXURIOUS SHOWER SYSTEMS LED" tag (processing sequence 3753). 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 | ||
| 30919 | 23"x31" Luxurious Classic Design recessed waterfall & rainfall LED shower system – 7 mode | 34542 | none | 34445 | MASSAGING SHOWER SYSTEMS LED | ||
| 30928 | 23”x31” Recessed LED shower system with built-in Bluetooth Speakers | 34542 | none | 34445 | none | ||
| 32356 | 9"x22” Music LED shower system with built-in Bluetooth Speaker | 34542 | none | 34445 | MASSAGING SHOWER SYSTEMS LED | ||
| 30763 | 14"x20" LED Shower System with 2-Way thermostatic valve (Push Button) | 27653 | none | 27556 | none | ||
| 30770 | 14"x20" Recessed LED Shower System | 27653 | none | 27556 | none | ||
| 30814 | 16"x16" Luxurious Classic Design recessed LED shower system built in Bluetooth speaker | 27653 | none | 27556 | none | ||
| 32358 | 9"x22” Music LED shower system with Bluetooth Speaker | 27653 | none | 27556 | MASSAGING SHOWER SYSTEMS LED | ||
| 30829 | 17"x28" Luxurious recessed waterfall & rainfall LED shower system – 7 knob | 97 | none | 0 | none | ||
| 30866 | 23"x31" Luxurious Classic Design recessed waterfall & rainfall LED shower system – 7 mode | 97 | none | 0 | none | ||
| 30772 | 14"x20" Recessed Rainfall/Waterfall LED Shower System | 97 | none | 0 | none | ||
| 30774 | 14"x20" Recessed Multicolor LED Shower System with Color Changing Remote Controller | 97 | none | 0 | MASSAGING SHOWER SYSTEMS LED | ||
| 30793 | 15"x28" LED Shower System with 6 knob Thermostatic Valve | 97 | none | 0 | none | ||
| 30795 | 15"x28" LED Multi Function Shower System | 97 | none | 0 | MASSAGING SHOWER SYSTEMS LED | ||
| 32346 | Cascada 16”x28” Music LED shower system with built-in Bluetooth Speakers | 97 | none | 0 | MASSAGING SHOWER SYSTEMS LED | ||
| 32347 | 16”x28” Music LED shower system with built-in Bluetooth Speakers | 97 | none | 0 | MASSAGING SHOWER SYSTEMS LED | ||
| 32384 | 23"x31" Luxurious recessed rain & waterfall LED shower system – 5 mode | 97 | none | 0 | none | ||
| 32357 | 9"x22” Music LED shower system with built-in Bluetooth Speakers | 97 | none | 0 | MASSAGING SHOWER SYSTEMS LED | ||
| 30764 | 14"x20" LED Shower System with 4-Way Shower Mixer | 97 | none | 0 | MASSAGING SHOWER SYSTEMS LED | ||
| 30773 | 14"x20" LED Shower System With 3-Way Thermostatic Valve (4 knobs) | 97 | none | 0 | none | ||
| 32383 | 23"x31" Luxurious recessed rain & waterfall LED shower system – 5 mode | 97 | none | 0 | none | ||
| 30929 | 23"x31" Luxurious Classic Design recessed waterfall & rainfall LED shower system – 6 mode | 97 | none | 0 | none | ||
| 32345 | Cascada 16 Inch Ceiling Mount Square Rainfall LED Shower Head, Stainless Steel (include Shower Arm) | 97 | none | 0 | none | ||
| 30920 | 23"x31" Luxurious Classic Design waterfall & rainfall LED shower system – 6 mode | 0 | SHOWER SETS LED | -97 | MASSAGING SHOWER SYSTEMS LED | ||
| 30787 | 15"x28" LED Multi Function Shower System | 0 | SHOWER LATEST | -97 | none | ||
| 32352 | 9"x22” Music LED shower system | 0 | SHOWER LATEST | -97 | MASSAGING SHOWER SYSTEMS LED | ||
| 32353 | Cascada Luxury 9"x22” Music LED shower set | 0 | SHOWER SETS LED | -97 | none | ||
| 30828 | 17"x28" Luxurious recessed waterfall & rainfall LED shower system – 6 mode | 0 | SHOWER LATEST | -97 | none | ||
| 32362 | 9"x22” Music LED shower set with Valve & LCD Display | -34445 | SHOWER SETS LED | -34542 | none |