Liu, L. T., Wang, S., Britton, T., & Abebe, R. (2023).Reimagining the machine learning life cycle to improve educational outcomes of students.Proceedings of the National Academy of Sciences,120(9), e2204781120. Week 3 – Human versus statistical judgment Meehl, P.Clinical versus statis...
Model which film is awarded the Academy Award for Best Picture, based on genre information, and co-nomination information. (The number of nominees has varied over the years.) Model which major city in the U.S. experiences the most rain in a given calendar year. Note that in the examples ...
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The softmax function is defined bysoftmax(u) = exp(u) / sum(exp(u)). When used like this, the arguments to softmax are log probabilities, not logit probabilities. Here’s a little snippet of Python to illustrate (the style sheet is adding the extra space, not me, and I don’t w...
The cervix is composed of three parts from the position near the uterus downwards: the endocervix consisting of a single layer of columnar epithelium, the transformation zone where the columnar and squamous epithelia meet, and the ectocervix with multiple layers of squamous cells. Cervical cancer ...
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Tell me! I am always looking for new class ideas and always updating my material. I have taught over 3,000 students here on Outschool how to code and create their own games. I hope to see you in my classes soon! --- More about me and my teaching style: My teaching Reviews About...
Copyright 2011, National Academy of Sciences, Reproduced with permission.135 Human vascular tissues, such as saphenous vein,145 human umbilical vein,146 and human common femoral artery,147 are ideal for creating decellularized grafts, though sourcing human tissues for large-scale production presents ...
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Modeling human pilot control behavior aims to understand and describe how humans control aircrafts and devices, to provide a foundation for the study of the dynamic characteristics of the human-vehicle system. In the presence of aircraft failures, the human pilot has a control process of the refra...