In this repository, I tried to investigate the utility of synthetic data generated by DataSynthesizer and Synthetic Data Vault in machine learning tasks. I applied the Random Forest, Logistic Regression, Support Vector Machine, K-Nearest Neighbor, and Naive Bayes algorithms to the synthetic data and made a comparison.
machine-learning
machine-learning-algorithms
ds
synthetic-data
sdv
synthetic-data-generation
datasynthesizer
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Updated
Mar 17, 2022 - Python