Logistic Regression Approach in Analyzing the Learning Styles of Students in Science, Mathematics and English Online Classes.
Echel Simon AnteroEstrella Odanga SimonSherill Francisco EchanisJean Castillo DunghitDante Laroza SilvaEdgar Marzan AdinaPublished in: ICETC (2021)
Keyphrases
- learning styles
- logistic regression
- computer assisted instruction
- online course
- college level
- learning experience
- student learning styles
- statistically significant
- learning outcomes
- decision trees
- community college
- learning process
- student achievement
- computer assisted language learning
- online learning
- learning management systems
- support vector
- classification trees
- learning preferences
- learning materials
- naive bayes
- logistic regression models
- chi square
- teaching methods
- instructional strategies
- grade students
- loss function
- teaching strategies
- science education
- science learning
- computer based training
- grade level
- machine learning
- learning environment
- cognitive style
- middle school