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Challenges in Benchmarking Stream Learning Algorithms with Real-world Data.
Vinícius M. A. de Souza
Denis Moreira dos Reis
André Gustavo Maletzke
Gustavo E. A. P. A. Batista
Published in:
CoRR (2020)
Keyphrases
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learning algorithm
lessons learned
data streams
machine learning algorithms
active learning
machine learning
real world
learning problems
supervised learning
technical challenges
back propagation
real time
sliding window
reinforcement learning
training data
continuous queries
information retrieval
stream processing