Data Pre-processing and Visualization for Machine Learning Models and its Applications in Education.
Konstantin BorodkinMarat NurtasAizhan AltaibekYevgeniya A. DainekoTemirlan OtepovPublished in: DTESI (workshops, short papers) (2023)
Keyphrases
- machine learning models
- data pre processing
- data analysis
- preprocessing
- spam filtering
- machine learning
- data mining
- machine learning algorithms
- machine learning approaches
- pattern extraction
- predictive model
- learning models
- dimension reduction
- missing values
- feature selection
- data mining process
- genetic algorithm
- knowledge discovery
- decision tree algorithm
- multi class
- data preparation
- text mining
- data warehouse
- data mining algorithms
- decision trees
- support vector machine
- high dimensional