DEVELOPMENT... OpenML
Run
144074

Run 144074

Task 3911 (Supervised Classification) ar4 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
0.7805
Per class
F measure
0.7974
Per class
Kappa
0.3147
KB relative information score
22.284
Mean absolute error
0.2027
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7926
Per class
Predictive accuracy
0.8037
Prior entropy
0.707
Recall
0.8037
Per class
Relative absolute error
0.659
Root mean prior squared error
0.3899
Root mean squared error
0.3951
Root relative squared error
1.0134
SciMark benchmark
915.2795
UserCPU time millis
50
UserCPU time millis testing
40
UserCPU time millis training
10