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项目作者： AverHLV

项目描述 ：
Group decision making machine learning models
高级语言： Python
项目地址: git://github.com/AverHLV/diploma-computations.git
创建时间： 2019-04-18T12:41:28Z
项目社区：https://github.com/AverHLV/diploma-computations
开源协议：
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Group decision making machine learning models

This repository contains an attempt to build group decision-making models in case of the classification task on the
example of Verkhovna Rada of Ukraine of the VIII convocation.

  • Task: multi-target multi-output classification;
  • algorithms: KNearestNeighbors, DecisionTree, RandomForest, LDA for generating new feature;
  • metrics: accuracy, F1-measure.

The most important model parameters were tuned by GridSearchCV.