Diagnostic Classification of ASD Improves with Structural Connectivity of DTI and Logistic Regression.
Ravi RatnaikChetan RaksheManoj KumarJac Fredo Agastinose RonickomPublished in: ICIMTH (2023)
Keyphrases
- logistic regression
- decision trees
- support vector
- logistic regression models
- fold cross validation
- linear support vector machines
- naive bayes
- classification accuracy
- classification and regression trees
- credit scoring
- linear svm
- loss function
- class membership probabilities
- chi square
- breast cancer
- odds ratio
- classification trees
- support vector machine
- multilabel classification
- chi square test
- cross validation
- belief nets
- machine learning
- support vector machine svm
- model selection
- text classification
- feature vectors
- feature extraction
- classification models
- svm classifier
- training samples
- supervised learning
- knowledge discovery
- training set
- feature space
- feature selection
- data sets
- resting state fmri