DEVELOPMENT... OpenML
Run
187875

Run 187875

Task 3883 (Supervised Classification) mfeat-karhunen Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.9973
Per class
F measure
0.9894
Per class
Kappa
0.9407
KB relative information score
1772.7207
Mean absolute error
0.0155
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9894
Per class
Predictive accuracy
0.9895
Prior entropy
0.4703
Recall
0.9895
Per class
Relative absolute error
0.0861
Root mean prior squared error
0.3
Root mean squared error
0.0931
Root relative squared error
0.3102
SciMark benchmark
930.067
UserCPU time millis
7660
UserCPU time millis testing
6580
UserCPU time millis training
1080