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Showing 1 to 4 of 4 for “"SPSS Modeler"”.
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Analysis of Healthcare Coverage Using Data Mining Techniques
… We build 50 classification models in IBM SPSS Modeler employing decision tree and neural networks. The accuracy of the models varies between 76% and 81%. The models can predict the healthcare coverage for a new sample based on its significant attributes. We demonstrate that the decision …
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Teacher Perspectives on Content Literacy in Elementary Schools
… interviews, lesson plans, and antidotal notes. SPSS Modeler Text Analytics was used to manage the qualitative data. One important finding of this study is the positive impact that professional learning communities have on teachers. It was revealed that teachers feel professional learning …
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Fish Consumption Based PFAS Risk Assessment for Recreational Anglers in Chicago, IL & Benton Harbor, MI
… compiled to assess consumption patterns, and IBM SPSS Modeler was used to perform an Asymmetric Two-sided Chi-Square test with a 95th % Confidence Interval for each location by demographic factor. Results: After cleaning the survey data, there were eighty-six total participants, with seventy in …
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A Comparison of Machine Learning Techniques for Validating Students’ Proficiency in Mathematics
<p>A principal goal of this project was to compare several machine learning (ML) algorithms to explore and validate math proficiency classifications based on standardized test scores. The data used in these analyses came from the 6th-grade students’ mathematics assessment records of the New York …