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Developing Open Source Educational Resources for Machine Learning and Data Science.

, , , , , , and . Teaching ML, volume 207 of Proceedings of Machine Learning Research, page 1-6. PMLR, (2022)

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Benchmarking local classification methods., , and . Comput. Stat., 28 (6): 2599-2619 (2013)Wearable-Based Parkinson's Disease Severity Monitoring Using Deep Learning., , , , , and . ECML/PKDD (3), volume 11908 of Lecture Notes in Computer Science, page 400-415. Springer, (2019)An Open Source AutoML Benchmark., , , , , and . CoRR, (2019)Monitoring Forest Health Using Hyperspectral Imagery: Does Feature Selection Improve the Performance of Machine-Learning Techniques?, , , , , and . Remote. Sens., 13 (23): 4832 (2021)Structured Verification of Machine Learning Models in Industrial Settings., , , , and . Big Data, 11 (3): 181-198 (June 2023)Time series anomaly detection based on shapelet learning., , , , and . Comput. Stat., 34 (3): 945-976 (2019)Improved Outcome Prediction Across Data Sources Through Robust Parameter Tuning., , , , and . J. Classif., 38 (2): 212-231 (2021)Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process., , , , , and . CoRR, (2021)Learning Multiple Defaults for Machine Learning Algorithms., , , , and . CoRR, (2018)Decomposing Global Feature Effects Based on Feature Interactions., , and . CoRR, (2023)