A Model-Agnostic Approach for Explaining the Predictions on Clustered Data.

Zihan Zhou Mingxuan Sun Jianhua Chen

Published in: ICDM (2019)

Keyphrases

experimental data
data sets
input data
simulation data
probability distribution
measured data
training data
prior knowledge
high quality
computational model

synthetic data
database
data samples
predictive model
empirical data
network structure
sensor data
statistical analysis
data processing
small number

databases
probabilistic model
data structure
image data
data points
high level
statistical methods
expert knowledge
past observations
data mining techniques

measurement data
database systems
objective function
data analysis
data sources
mathematical model
missing data
knowledge discovery
em algorithm
computer systems