Causal Machine Learning Benchmark Datasets

Causal Machine Learning Benchmark Datasets

<p dir="ltr">This collection includes four well-known datasets used to benchmark causal machine learning algorithms. The datasets are: IHDP [1], News [2], Twins [3], Jobs [4].</p><p dir="ltr">References</p><p dir="ltr">[1] J. L. Hill, ‘Baye...

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Bibliographic Details
Main Author: Damian Machlanski (12255509) (author)
Published: 2025
Subjects:
Cross-sectional analysis
Modelling and simulation
Data mining and knowledge discovery
Machine learning not elsewhere classified
causal inference
causal analysis
treatment effect estimation
hyperparameter tuning
model evaluation
causal machine learning
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