Machine Learning Interpretability: A Science rather than a tool.

Abdul Karim Avinash Mishra M. A. Hakim Newton Abdul Sattar

Published in: CoRR (2018)

Keyphrases

machine learning
computer science
data mining
artificial intelligence
machine learning methods
machine learning algorithms
feature selection
supervised learning
knowledge acquisition

reinforcement learning
active learning
knowledge representation
machine learning and data mining
data sets
computational intelligence
computer vision
inductive learning
genetic algorithm

learning tasks
prediction accuracy
computational science
longitudinal study
information visualization
explanation based learning
machine learning approaches
learning problems
kernel methods

learning systems
training data
learning algorithm
semi supervised learning
information extraction
knowledge discovery
case study
pattern recognition