DEVELOPMENT... OpenML
Run
143954

Run 143954

Task 3767 (Supervised Classification) fri_c0_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
0.9034
Per class
F measure
0.82
Per class
Kappa
0.6399
KB relative information score
467.0637
Mean absolute error
0.2832
Mean prior absolute error
0.4998
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
0.82
Per class
Predictive accuracy
0.82
Prior entropy
0.9997
Recall
0.82
Per class
Relative absolute error
0.5667
Root mean prior squared error
0.4999
Root mean squared error
0.3581
Root relative squared error
0.7163
SciMark benchmark
923.9763
UserCPU time millis
1520
UserCPU time millis testing
1340
UserCPU time millis training
180