[Google] Facets: An Open Source Visualization Tool for Machine Learning Training Data
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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: https://opensource.googleblog.com/2017/07/facets-open-source-visualization-tool.html
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: https://opensource.googleblog.com/2017/07/facets-open-source-visualization-tool.html
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