Test your Machine Learning Algorithm with Metamorphic Testing

Pomin Wu
Pomin Wu
Nov 14, 2017 · 6 min read
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CC0, from Pixabay.

The oracle problem

Metamorphic testing

Metamorphic testing on machine learning classifiers

Conclusion


TrustableAI

TrustableAI was founded in 2018.

Pomin Wu

Written by

Pomin Wu

Co-founder of Trustable AI. Interested in mathematics, photography, map, open culture.

TrustableAI

TrustableAI was founded in 2018. We got interested in a question — If humans are sharing decision making roles with A.I., how do we trust the technology? We want to find an answer, so TrustableAI was founded.

Pomin Wu

Written by

Pomin Wu

Co-founder of Trustable AI. Interested in mathematics, photography, map, open culture.

TrustableAI

TrustableAI was founded in 2018. We got interested in a question — If humans are sharing decision making roles with A.I., how do we trust the technology? We want to find an answer, so TrustableAI was founded.

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