Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus.
Chandrashekhar AzadBharat BhushanRohit SharmaAchyut ShankarKrishna Kant SinghAditya KhampariaPublished in: Multim. Syst. (2022)
Keyphrases
- prediction model
- decision trees
- genetic algorithm
- diabetes mellitus
- classification models
- classification accuracy
- neural network
- regression model
- bp neural network
- machine learning algorithms
- predictive model
- machine learning
- logistic regression
- imbalanced data sets
- feature selection
- feature space
- training set
- support vector
- stepwise regression
- imbalanced datasets
- class imbalanced
- random forest
- machine learning methods
- classification algorithm
- class labels
- class imbalance
- imbalanced data
- statistical analysis
- exponential smoothing
- response surface methodology
- text classification
- fuzzy logic