Validation of Machine Learning Classifiers Using Metamorphic Testing and Feature Selection Techniques.

Sadam Al-Azani Jameleddine Hassine

Published in: MIWAI (2017)

Keyphrases

machine learning
machine learning algorithms
machine learning methods
decision trees
machine learning approaches
test set
supervised classification
feature selection
support vector
meta learning
learning tasks
training data
learning algorithm

data mining
inductive learning
training set
multiple classifier systems
roc analysis
test cases
supervised learning
support vector machine
majority voting
test data
training stage
model based testing

classification algorithm
roc curve
classification systems
learning classifier systems
learning systems
reinforcement learning
naive bayes
pattern recognition
training samples
data analysis
text mining
computer vision

class labels
multiple classifiers
classification accuracy
knowledge discovery
information extraction
feature set
knowledge acquisition
model selection
ensemble learning
inductive logic programming
kernel methods
training examples