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Full-Text Articles in Education
Addressing The Poor Mathematics Performance Of Filipino Learners: Beyond Curricular And Instructional Interventions, Minie Rose C. Lapinid, Macario O. Cordell Ii, Jude Michael Teves, Sashimir A. Yap, Unisse Chua Ms., Allan B.I. Bernardo
Addressing The Poor Mathematics Performance Of Filipino Learners: Beyond Curricular And Instructional Interventions, Minie Rose C. Lapinid, Macario O. Cordell Ii, Jude Michael Teves, Sashimir A. Yap, Unisse Chua Ms., Allan B.I. Bernardo
Angelo King Institute for Economic and Business Studies (AKI)
This study aimed to determine predictive models that would identify the most important predictor variables for students in the lowest proficiency group in public schools and private schools. After experimenting with different machine learning approaches, the random forest classifier (SVM) models were found to perform most accurately (Lundberg & Lee, 2017). To identify the most important predictors of being a poor performer in mathematics, Shapley values were generated, which produces a ranked list of several features in descending order. To manage complexity in comparing the key variables for private and public student performance classification, the 10 most significant features for …
Designing And Implementing A Novel Graduate Program To Develop Transdisciplinary Leaders In Urban Sustainability, Megan M. Wallen, Ingrid Guerra-Lopez, Louay Meroueh, Rayman Mohamed, Andrea Sankar, Pradeep Sopory, Ryan Watkins, Donna R. Kashian
Designing And Implementing A Novel Graduate Program To Develop Transdisciplinary Leaders In Urban Sustainability, Megan M. Wallen, Ingrid Guerra-Lopez, Louay Meroueh, Rayman Mohamed, Andrea Sankar, Pradeep Sopory, Ryan Watkins, Donna R. Kashian
Biological Sciences Faculty Research Publications
Urban settings, where >50% of the world's population resides, are increasingly faced with environmental challenges that threaten their sustainability. Aging infrastructure, water and air pollution, and increasing recognition of environmental injustices highlight the need for professionals to employ complex scientific reasoning across disciplines where they can effectively address the multifaceted issues of urban sustainability. Here we present an innovative model for preparing the next generation of public, private, and academic leaders to address complex problems in urban sustainability. Specifically, we outline the design and implementation of an integrated, adaptable graduate training program, with the goals of science leadership, curriculum relevancy, …