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Physical Sciences and Mathematics Commons™
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Full-Text Articles in Physical Sciences and Mathematics
Effective Use Of Interactive Learning Modules In Classroom Study For Computer Science Education, Goldee Jamwal
Effective Use Of Interactive Learning Modules In Classroom Study For Computer Science Education, Goldee Jamwal
All Graduate Plan B and other Reports, Spring 1920 to Spring 2023
The National Science Foundation (NSF) is spending substantial resources to improve science, technology, engineering, and mathematics (STEM) education in the United States. The ultimate goal of these programs is to produce students with a better knowledge of math and science and who are more likely to pursue careers in STEM fields. Interactive learning modules can be used in the classroom environment for effective learning.
This study examines the learning preferences of Logan High School (located in Logan, Utah) students and evaluates the impacts of using interactive learning modules with classroom lectures compared to other traditional methods of teaching.
Interactive Random Forests Plots, Anna T. Quach
Interactive Random Forests Plots, Anna T. Quach
All Graduate Plan B and other Reports, Spring 1920 to Spring 2023
Random Forests is a useful data mining tool that is quite popular in finding variable importance. However, many people don’t make use of the Random Forests results in interactive graphs. Partly, this is because software packages that can do interactive graphs can’t handle large data sets and those that use Random Forests have large data sets or many variables. A new software package in R, known as iPlots eXtreme, that is still in development makes it simple to explore large data sets interactively. I have created a function, called irfplot (interactive random forests plot) that specifically uses Random Forests to …