Predicting Student Placement using PCA and Machine Learning Technique.
Vinayak HegdeAbhinav M. RRoshin CPublished in: ICCCNT (2023)
Keyphrases
- machine learning
- principal component analysis
- machine learning methods
- intelligent tutoring systems
- learning environment
- principal components
- dimensionality reduction
- data mining
- pattern recognition
- machine learning algorithms
- student learning
- feature space
- decision trees
- learning algorithm
- tutoring system
- kernel pca
- natural language processing
- feature selection
- computer vision
- artificial intelligence
- student model
- explanation based learning
- principal components analysis
- independent component analysis
- text mining
- learning styles
- supervised learning
- active learning
- learning process
- feature extraction
- text classification
- covariance matrix
- linear discriminant analysis
- support vector machine
- inductive learning
- computer science
- natural language
- undergraduate students
- face recognition
- peer assessment
- sparse principal component analysis