Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster.
Tinku SinghRiya Khanna SatakshiManish KumarPublished in: ICCCNT (2021)
Keyphrases
- multi class
- big data
- multiclass classification
- binary classification problems
- single class
- binary classifiers
- support vector machine
- cost sensitive classification
- multi class classification
- multi class classifier
- multiclass support vector machines
- multiple classes
- multiclass problems
- cost sensitive
- multi class problems
- binary classification
- error correcting output codes
- kernel fisher
- cloud computing
- class imbalance
- data analysis
- feature selection
- pairwise
- data management
- feature vectors
- big data analytics
- business intelligence
- class labels
- social media
- classification accuracy
- support vector
- multiclass svm
- machine learning
- support vector machine svm
- training samples
- training set
- cost sensitive learning
- knowledge discovery
- perceptron algorithm
- feature extraction
- data processing
- svm classifier
- training data
- data mining
- learning algorithm
- data points
- text classification
- model selection
- real world
- machine learning algorithms
- cross validation