The chemical composition of kimberlite indicator minerals (IMK) is one of the mineralogical criteria widely used in the search for diamond deposits. The results of using the RandomForestIMK©, RPCA© software products with the implemented adapted Random Forest algorithm for identifying data arrays of the IMC chemical composition regarding known diamondiferous regions, fields, kimberlitic bodies of the Yakut province are given. The primary criteria for accepting the presence of an unknown primary source hypothesis in the denudation area and the belonging of the reference sample to the region, field are defined.

Andrei V. Zabelin
Expert (Vilyuyskaya Geological Exploration Expedition)
PJSC ALROSA
7, build. B, Vilyujskaya Str., Mirny, 678174,
Republic of Sakha (Yakutia), Russia
e-mail: ZabelinAV@alrosa.ru
SPIN-код: 7772-0301
AuthorID: 998861

Oksana V. Tarskikh
Candidate of Geological and Mineralogical Sciences
Expert (Vilyuyskaya Geological Exploration Expedition)
PJSC ALROSA
7, build. B, Vilyujskaya Str., Mirny, 678174,
Republic of Sakha (Yakutia), Russia
e-mail: TarskikhOV@alrosa.ru
ORCID: 0000-0002-1004-0546
SPIN-код: 1052-2422
AuthorID: 68083

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