[Google] Facets: An Open Source Visualization Tool for Machine Learning Training Data

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20 Jul 2017 14:05 #2441 작성자: zero1320
zero1320 님의 글: [Google] Facets: An Open Source Visualization Tool for Machine Learning Training Data
Monday, July 17, 2017

Facets Overview

Facets Overview automatically gives users a quick understanding of the distribution of values across the features of their datasets. Multiple datasets, such as a training set and a test set, can be compared on the same visualization. Common data issues that can hamper machine learning are pushed to the forefront, such as: unexpected feature values, features with high percentages of missing values, features with unbalanced distributions, and feature distribution skew between datasets.

자세한 내용: opensource.googleblog.com/2017/07/facets...ualization-tool.html

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