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Automating Data Science: Prospects and Challenges.

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Padhraic Smyth

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Bounds on the mean classification error rate of multiple experts.. Pattern Recognit. Lett., 17 (12): 1253-1257 (1996)Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data., , и . IEEE Trans. Knowl. Data Eng., 15 (6): 1409-1421 (2003)The Calibration Gap between Model and Human Confidence in Large Language Models., , , , , , , и . CoRR, (2024)Automating data science., , , , , и . Commun. ACM, 65 (3): 76-87 (2022)Data-driven evolution of data mining algorithms., , и . Commun. ACM, 45 (8): 33-37 (2002)Bayesian Detection of Changepoints in Finite-State Markov Chains for Multiple Sequences., , и . Technometrics, 58 (2): 205-213 (2016)Analyzing user-event data using score-based likelihood ratios with marked point processes., и . Digit. Investig., (2017)The benefits and caveats of using clickstream data to understand student self-regulatory behaviors: opening the black box of learning processes, , , , , , , , , и . International Journal of Educational Technology in Higher Education, (апреля 2020)Hierarchical Models for Screening of Iron Deficiency Anemia., , , и . ICML, стр. 77-86. Morgan Kaufmann, (1999)Probabilistic Model-Based Detection of Bent-Double Radio Galaxies., , , , и . ICPR (2), стр. 499-502. (2002)