Research on Data Analysis of College Practice Teaching based on LightGBM Classification Algorithm.
Yong ZhangPublished in: ICISE (2023)
Keyphrases
- classification algorithm
- data analysis
- high school
- k nearest neighbor
- document classification
- knn
- support vector machine
- classification rules
- training set
- accurate classification
- naive bayes
- class labels
- classification method
- college level
- learning algorithm
- hierarchical classification
- learning process
- online learning
- college students
- training phase
- learning sciences
- input features
- english teaching
- classifier ensemble
- databases
- knowledge discovery
- learning environment
- e learning
- machine learning
- data mining
- support vector machine svm
- natural language
- teaching methods
- feature selection
- teaching practices
- school district
- neural network