Comparative Study to Measure the Performance of Commonly Used Machine Learning Algorithms in Diagnosis of Alzheimer's Disease.
Neeraj KumarJatinder Singh ManhasVinod SharmaPublished in: J. Multim. Inf. Syst. (2019)
Keyphrases
- machine learning algorithms
- comparative study
- early diagnosis
- benchmark data sets
- machine learning
- learning algorithm
- decision trees
- disease diagnosis
- learning problems
- predictive accuracy
- random forests
- machine learning methods
- clinically relevant
- machine learning models
- learning tasks
- learning models
- machine learning approaches
- diagnostic process
- diagnostic tool
- cardiovascular disease
- computer aided diagnosis
- computer aided
- medical diagnosis
- transfer learning
- model based diagnosis
- input features
- medical doctors
- optic nerve
- standard machine learning algorithms
- data sets
- machine learning and data mining algorithms
- labeled data
- support vector
- reinforcement learning
- training data
- neural network