DEVELOPMENT... OpenML
Run
143864

Run 143864

Task 3671 (Supervised Classification) fri_c3_1000_50 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
0.9231
Per class
F measure
0.8358
Per class
Kappa
0.6671
KB relative information score
604.5067
Mean absolute error
0.2036
Mean prior absolute error
0.494
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8358
Per class
Predictive accuracy
0.836
Prior entropy
0.9913
Recall
0.836
Per class
Relative absolute error
0.4122
Root mean prior squared error
0.497
Root mean squared error
0.3323
Root relative squared error
0.6687
SciMark benchmark
904.3001
UserCPU time millis
1450
UserCPU time millis testing
1260
UserCPU time millis training
190