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We present an upper limit on the flux of ultra-high-energy down-going neutrinos for derived with the nine years of data collected by the Telescope Array surface detector (05-11-2008 – 05-10-2017). The method is based on the multivariate analysis technique, so-called Boosted Decision Trees (BDT). Proton-neutrino classifier is built upon 16 observables related to both the properties of the shower front and the lateral distribution function.

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