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reasonabledeviations.com | ||
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blog.mozilla.ai
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| | | | | The behavior of ML models is often affected by randomness at different levels, from the initialization of model parameters to the dataset split into training and evaluation. Thus, predictions made by a model (including the answers an LLM gives to your questions) are potentially different every time you run it. | |
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inventingsituations.net
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| | | | | Suppose you're buildinga widget that performs some simple action, which ends in either success or failure. You decide it needs to succeed 75% of the time before you're willing to release it. You run tentests, and seethat it succeeds exactly 8times. So you ask yourself, is that really good enough? Do you believe the test... | |
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juliasilge.com
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| | | | | A data science blog | |
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phil-stat-wars.com
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| | | V. (June 18) The Statistics Wars and Their Casualties Reading: SIST: Excursion 4 Tour III: pp. 267-286; Farewell Keepsake pp. 436-444 -Amrhein, V., Greenland, S., & McShane, B., (2019). Comment: Retire Statistical Significance, Nature, 567: 305-308. -Ioannidis J. (2019)."The Importance of Predefined Rules and Prespecified Statistical Analyses:Do Not Abandon Significance."JAMA.321(21): 2067-2068. doi:10.1001/jama.2019.4582 -Mayo, DG. (2019),P?value... | ||
