Pipelined Decision Tree Classification Accelerator Implementation in FPGA (DT-CAIF).
Fareena SaqibAindrik DuttaJim PlusquellicPhilip OrtizMarios S. PattichisPublished in: IEEE Trans. Computers (2015)
Keyphrases
- decision trees
- classification accuracy
- machine learning
- predictive accuracy
- classification models
- hardware implementation
- feature extraction
- machine learning algorithms
- support vector
- field programmable gate array
- parallel architecture
- decision tree learning algorithm
- support vector machine svm
- image classification
- decision tree algorithm
- supervised learning
- support vector machine
- feature space
- attribute selection
- feature construction
- real time
- software implementation
- parallel implementation
- decision tree learning
- multivariate decision trees
- classification rules
- decision rules
- pattern recognition
- benchmark datasets
- decision tree classifiers
- naive bayes
- feature vectors
- text classification
- hardware design
- feature selection
- fpga technology
- training data
- high speed
- model selection
- efficient implementation
- decision tree induction
- decision table
- classification algorithm
- pattern classification