Tag Coefficient Debug: CROWN CHAKRA

Fold 2 - Understanding why coefficient 6419 was selected

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Summary

Tag: CROWN CHAKRA

Selected Coefficient: 6419

Taxonomy Path: 20.2.1

Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads

Products with this tag: 9

Unique residual values tried: 2

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?
64194.00000020.2.11.2.20 (6241 + 2*79 + 20)Religious & Ceremonial > Religious Items > Prayer BeadsYes
05.00000000 (0)No

Products with this Tag

These are the training products that have the "CROWN CHAKRA" tag (processing sequence 173). 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
12076Confident Mama Mala6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0ROOT CHAKRA, ONYX
12043Infinite Mama Mala - Gemstone Version6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0none
12056Renewed Mama Mala6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0none
12057Nourished Mama Mala6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0none
12059Infinite Mama Mala - Sandalwood Version6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0none
12090Expecting Mama Mala - Sandalwood Version0SANDALWOOD-6419LEPIDOLITE
12078Strong Mama Mala0SANDALWOOD-6419ROOT CHAKRA, LEPIDOLITE, BLACK ONYX
12079Manifesting Mama Mala0SANDALWOOD-6419ROOT CHAKRA, MOTHER OF PEARL
12034Clear Quartz Mala Beads - Sandalwood Version0SANDALWOOD-6419none