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What are the meanings of metrics of benchmarks performance? Why is Sharpe Ratio not included in the metrics? #919

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Waterkin opened this issue Feb 16, 2022 · 2 comments
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@Waterkin
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❓ Questions and Help

We sincerely suggest you to carefully read the documentation of our library as well as the official paper. After that, if you still feel puzzled, please describe the question clearly under this issue.

@Waterkin Waterkin added the question Further information is requested label Feb 16, 2022
@you-n-g
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you-n-g commented Feb 17, 2022

What are the meanings of metrics of benchmarks performance?

  • Can this PR answer your question?

Why is Sharpe Ratio not included in the metrics?

  • Sharp Ratio and Information ratio are both evaluation metrics which consider both return and risk.
    • Sharp Ratio is compared to risk-free return. Information ratio is compared to a specific benchmark. In our forecasting tasks, the model are predicting the excess return of stocks to CSI300 instead of risk-free return. So information ratio is a more reasonable metric.

@Waterkin
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Thanks for your reply, young.

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