DEVELOPMENT... OpenML
Run
143814

Run 143814

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9048
Per class
F measure
0.8161
Per class
Kappa
0.6241
KB relative information score
278.2417
Mean absolute error
0.2271
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8192
Per class
Predictive accuracy
0.818
Prior entropy
0.9875
Recall
0.818
Per class
Relative absolute error
0.4621
Root mean prior squared error
0.4956
Root mean squared error
0.3478
Root relative squared error
0.7018
SciMark benchmark
935.8986
UserCPU time millis
5750
UserCPU time millis testing
4760
UserCPU time millis training
990