DEVELOPMENT... OpenML
Run
144011

Run 144011

Task 3835 (Supervised Classification) squash-stored 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
0.8351
Per class
F measure
0.8077
Per class
Kappa
0.6102
KB relative information score
28.4749
Mean absolute error
0.2284
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8077
Per class
Predictive accuracy
0.8077
Prior entropy
0.9911
Recall
0.8077
Per class
Relative absolute error
0.4628
Root mean prior squared error
0.4967
Root mean squared error
0.4141
Root relative squared error
0.8337
SciMark benchmark
923.9763
UserCPU time millis
10
UserCPU time millis training
10

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