Fold 0 - Understanding why coefficient 574 was selected
Tag: PARTS/COMMERCIAL ESPRESSO PARTS/ASCASO
Selected Coefficient: 574
Taxonomy Path: 6.8
Taxonomy Name: Business & Industrial > Food Service
Products with this tag: 21
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 574 | 1.042254 | 6.8 | 8.6 (8*71 + 6) | Business & Industrial > Food Service | Yes |
| 219 | 1.239437 | 6.3 | 3.6 (3*71 + 6) | Business & Industrial > Automation Control Components | No |
| 83 | 20.000000 | 12.1 | 1.12 (71 + 12) | Hardware > Building Consumables | No |
These are the training products that have the "PARTS/COMMERCIAL ESPRESSO PARTS/ASCASO" tag (processing sequence 1097). 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 |
|---|---|---|---|---|---|---|---|
| 653 | PTFE Tubing - 4 x 6 | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 816 | Ascaso 3/8" PTFE Gasket | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 817 | Ascaso Steam/water Wand Spring | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 859 | Ascaso 1/8" M x 4 x 6 90° Fitting | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 890 | Ascaso Group Head Portafilter Gasket (Old Version) | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 891 | Ascaso Thermoblock Upper Water Circulation Fitting | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 927 | Ascaso 7 Gram Single, Tall Pressurized Portafilter Basket | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 934 | Ascaso 1/8" M BSP x 2 x 4 mm Fitting | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 952 | Ascaso Group Bell to Boiler O-ring | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1155 | Ascaso Dosing Adjustment Auger Support - Right Hand | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1328 | Ascaso Steam Valve Knob - Walnut | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1356 | Ascaso Dream PID Steam Valve with Extension | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1369 | Ascaso Steel Uno Complete Steam Valve Assembly | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 962 | Ascaso Heat Exchanger Gasket | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 964 | Ascaso 110V Boiler with Element | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1130 | Ascaso I1-I2 54 mm Lower Burr Carrier | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1135 | Ascaso Grinder Burr Chamber | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1022 | 165º Thermostat | 219 | Business & Industrial > Automation Control Components | none | -355 | none | |
| 1372 | 110V CEME Hot Water Dispense Solenoid Assembly | 219 | Business & Industrial > Automation Control Components | none | -355 | none | |
| 1017 | Vibratory Pump Safety Thermostat | 219 | Business & Industrial > Automation Control Components | none | -355 | none | |
| 959 | Ascaso Countersunk Phillips Head Screw - I..304 | 83 | Hardware > Building Consumables | none | -491 | none |