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1. (WO2018200342) DOUBLE BLIND MACHINE LEARNING INSIGHT INTERFACE APPARATUSES, METHODS AND SYSTEMS

Pub. No.:    WO/2018/200342    International Application No.:    PCT/US2018/028705
Publication Date: Fri Nov 02 00:59:59 CET 2018 International Filing Date: Sat Apr 21 01:59:59 CEST 2018
IPC: G06N 99/00
Applicants: XAXIS, INC.
Inventors: BUNCH, Karl
CUSHNER, Adam Branyan
GRABCZEWSKI, Jacob
ROBERTSON, Sara Sue
SILKWORTH, Inga
Title: DOUBLE BLIND MACHINE LEARNING INSIGHT INTERFACE APPARATUSES, METHODS AND SYSTEMS
Abstract:
The Double Blind Machine Learning Insight Interface Apparatuses, Methods and Systems ("DBMLII") transforms campaign configuration request, campaign optimization input inputs via DBMLII components into top features, machine learning configured user interface, translated commands, campaign configuration response outputs. A double blind machine learning request is obtained. A third party's shared dataset and corresponding external predictions data determined by the third party based on an unavailable dataset is determined. Proprietary data corresponding to the shared dataset is determined. A dataframe comprising at least subsets of the determined shared dataset, external predictions data, and proprietary data is generated. A set of top features from the dataframe is determined. Top features data is utilized to generate a machine learning structure. The generated machine learning structure is utilized to produce machine learning results. The machine learning results are translated into commands and provided to the third party.