SDMetrics
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sdv-dev
Metrics to evaluate quality and efficacy of synthetic datasets.
Add Random Forest and Gradient Boosting from sklearn to the single table detection tests. Being able to fool these classifiers would be a great improvement for generative models.
When evaluating datasets, logistic regressions do not properly converge.
The workflow tests.yml is referencing action actions/checkout using references v1. However this reference is missing the commit [a6747255bd19d7a757dbdda8c654a9f84db19839](https://github.com/actions/checkout/commits/a6747255bd19d7a757dbdda8c654a9f84db19839) which may contain fix to the some vulnerability. The vulnerability fix that...
The workflow tests.yml is referencing action actions/checkout using references v1. However this reference is missing the commit [a6747255bd19d7a757dbdda8c654a9f84db19839](https://github.com/actions/checkout/commits/a6747255bd19d7a757dbdda8c654a9f84db19839) which may contain fix to the some vulnerability. The vulnerability fix that...
The workflow tests.yml is referencing action actions/checkout using references v1. However this reference is missing the commit [a6747255bd19d7a757dbdda8c654a9f84db19839](https://github.com/actions/checkout/commits/a6747255bd19d7a757dbdda8c654a9f84db19839) which may contain fix to the some vulnerability. The vulnerability fix that...
The current class organization includes some metrics which are usable on their own, like `BNLikelhood`, which have subclasses and therefore are not picked by the `get_subclasses` method. As a result...
### Environment Details Please indicate the following details about the environment in which you found the bug: * SDMetrics version: 0.3.2 * Python version: 3.7 ### Error Description Metrics `TSFClassifierEfficacy`...
### Environment Details Please indicate the following details about the environment in which you found the bug: * SDMetrics version: 0.3.2 * Python version: 3.7 ### Error Description When using...
If I have a table with some missing values, I want to synthesize data with missing values too -- ideally in the same ratio. I'm curious whether `CSTest` is an...
### Environment Details * SDMetrics version: 0.3.0 * Python version: Python 3.7 * Operating System: Pop OS! ### Error Description When attempting to evaluate data that contains `PII` fields, this...
