Tag Coefficient Debug: ADULT

Fold 1 - Understanding why coefficient -2928893 was selected

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Summary

Tag: ADULT

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 25

Unique residual values tried: 15

Candidate Coefficients Tried

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?
-292889312.028387-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
172395012.02839070.69.57.44.57.69.70 (4*71^3 + 57*71^2 + 69*71 + 70)No
29230612.02839070.69.5757.69.70 (57*71^2 + 69*71 + 70)No
-257098212.028390-1.1.13.7-7.13.1.1 (-(7*71^3 + 13*71^2 + 71 + 1))No
-149724912.028393-1.1.13.4-4.13.1.1 (-(4*71^3 + 13*71^2 + 71 + 1))No
-580730412.030153-1.1.16.16-16.16.1.1 (-(16*71^3 + 16*71^2 + 71 + 1))No
-44375112.169014-1.2.17.1-1.17.2.1 (-(357911 + 17*71^2 + 2*71 + 1))No
-398239112.169014-1.0.9.11-11.9.0.1 (-(11*71^3 + 9*71^2 + 1))No
35791117.0140930.0.0.11.0.0.0 (357911)No
017.01409600 (0)No
208718717.0985920.3.59.55.59.3.0 (5*71^3 + 59*71^2 + 3*71)No
248501924.00000019.68.66.66.66.68.19 (6*71^3 + 66*71^2 + 68*71 + 19)No
138578824.00000010.64.61.33.61.64.10 (3*71^3 + 61*71^2 + 64*71 + 10)No
138586724.00000018.65.61.33.61.65.18 (3*71^3 + 61*71^2 + 65*71 + 18)No
-878667924.000000-3.3.39.24-24.39.3.3 (-(24*71^3 + 39*71^2 + 3*71 + 3))No

Products with this Tag

These are the training products that have the "ADULT" tag (processing sequence 381). 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
8640Mercedes AMG Petronas F1 Lewis Hamilton Flag2485019LEWIS HAMILTON, KIDS, WOMEN, ACCESSORIES5413912none
8669BMW Motorsport PUMA Street Wallet2087187BLACK, ACCESSORIES5016080none
8860Alpine Racing F1 New Era 9FIFTY ESports Pre-curve Hat1723950BLACK, WOMEN, ACCESSORIES4652843none
8759Mercedes AMG Petronas F1 George Russell Trucker Hat1723950BLUE, GEORGE RUSSELL, WOMEN, ACCESSORIES4652843none
8878Mercedes Benz AMG Petronas F1 Water Bottle-Black1385867BLACK, KIDS, 2022, WOMEN, ACCESSORIES4314760MD
8730Mercedes Benz AMG Petronas F1 Packable Backpack Black1385788BLACK, KIDS, 2022, WOMEN, ACCESSORIES4314681none
8879Alpine Racing F1 2023 New Era Team Cuff Beanie357911WOMEN, ACCESSORIES3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone
8670BMW Motorsports Puma Beanie- Black357911BLACK, ACCESSORIES3286804Apparel & Accessories > Clothing > Clothing Tops > Tank TopsMD
8938McLaren F1 NEW ERA 2023 Team Cuff Beanie - Papaya357911WOMEN, ACCESSORIES3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone
8945McLaren F1 NEW ERA 2023 Lando Norris Team Cuff Beanie- Papaya357911WOMEN, ACCESSORIES3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone
8926Red Bull Racing F1 New Era 9Fifty 2023 Max Verstappen Team Hat292306NAVY, WOMEN, ACCESSORIES3221199none
8925Red Bull Racing F1 New Era 9Fifty Essential Hat292306NAVY, WOMEN, ACCESSORIES3221199none
8731Scuderia AlphaTauri 2021 Italy GP Hat0WHITE, ACCESSORIES2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
8837Alpine Racing F1 2023 New Era 9FORTY Team Hat0WOMEN, ACCESSORIES2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
8877Alpine Racing F1 New Era 9FORTY Flawless Hat0WOMEN, ACCESSORIES2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
6718Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat-443751BLACK, BLUE, WHITE, GREY, LEWIS HAMILTON, PEACH, WOMEN, ACCESSORIES2485142none
8676Alfa Romeo Racing F1 2023 Team Bucket Hat- Black-1497249BLACK, WOMEN, ACCESSORIES1431644none
8891Red Bull Racing F1 New Era Team Cuff Beanie-2570982NAVY, WOMEN, ACCESSORIES357911SERGIO PEREZ
8912Red Bull Racing F1 New Era Kids Team Cuff Beanie-2570982NAVY, WOMEN, ACCESSORIES357911SERGIO PEREZ
8766Mercedes AMG Petronas F1 Polka Dot Baseball Hat-2928893BLACK, WOMEN, ACCESSORIES0none
8639Formula 1 Tech Limited Edition Saudi Arabian Jeddah GP T-Shirt - White-2928893WHITE, WOMEN0none
6673Mercedes AMG Petronas F1 George Russell Sports T-Shirt-2928893BLUE, GEORGE RUSSELL, WOMEN0none
6719Mercedes AMG Petronas F1 2023 Team Baseball Hat- Black/White/Green-3982391BLACK, WHITE, LEWIS HAMILTON, GEORGE RUSSELL, WOMEN-1053498none
8688Red Bull Racing F1 Max Verstappen "MV1" Driver Hoodie - Night Sky-5807304NAVY, WOMEN-2878411none
8767Mercedes AMG Petronas F1 2023 George Russell Dad Baseball Hat-8786679BLACK, BLUE, WHITE, GEORGE RUSSELL, WOMEN, ACCESSORIES-5857786none