Towards a Method for Data Accuracy Assessment Utilizing a Bayesian Network Learning Algorithm.

Valerie Sessions Marco Valtorta

Published in: ACM J. Data Inf. Qual. (2009)

Keyphrases

synthetic data
high accuracy
learning algorithm
high precision
prior information
missing data
test data
statistical methods
training data
error rate

database
prior knowledge
computational cost
data sets
input data
incomplete data
correlation coefficient
noisy data
training samples

machine learning
preprocessing
probability distribution
highly accurate
missing values
data structure
pairwise
clustering method
support vector machine svm

data analysis
similarity measure
neural network
model selection
artificial neural networks
k means
probabilistic model
information loss
learning scheme