Tag Coefficient Debug: DIFFUSION

Fold 0 - Understanding why coefficient 2363189 was selected

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Summary

Tag: DIFFUSION

Selected Coefficient: 2363189

Taxonomy Path: 13.3.11.4

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 1

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?
23631890.00000013.3.11.44.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13)Yes

Products with this Tag

These are the training products that have the "DIFFUSION" tag (processing sequence 425). 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
2895Absolute Essential Vanilla 45% Essential Oil (Organic)2363189none0none
2917Absolute Essential Rosewood Essential Oil (Wild)2363189none0APHRODISIAC, LIBIDO
3073Absolute Essential Sandalwood, Australian Essential Oil2363189none0APHRODISIAC, LIBIDO
3080Absolute Essential Bergamot Essential Oil (Organic)2363189none0WOUND CARE, FOCUS, SKINCARE
3081Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic)2363189none0FAIR TRADE, BIRTH CARE
3082Absolute Essential Calm Birth (Organic)2363189none0FAIR TRADE, BIRTH CARE
3094Absolute Essential Frankincense Essential Oil (Wild)2363189none0MEDITATION, SKIN TONING
3161Absolute Essential Orange Sweet Essential Oil (Organic)2363189none0HYGIENE, SKINCARE