Improvement in Hadoop performance using integrated feature extraction and machine learning algorithms.
C. K. SarumathiyK. GeethaC. RajanPublished in: Soft Comput. (2020)
Keyphrases
- machine learning algorithms
- feature extraction
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- predictive accuracy
- open source
- learning problems
- machine learning methods
- face recognition
- preprocessing
- cloud computing
- random forests
- feature vectors
- standard machine learning algorithms
- extracted features
- machine learning systems
- feature selection
- machine learning approaches
- multiclass classification
- machine learning models
- neural network
- image processing
- data sets
- big data
- distributed systems
- high dimensional
- input features
- post processing
- learning models
- feature set
- prior knowledge
- feature space
- support vector
- machine learning and data mining algorithms