DEVELOPMENT... OpenML
Run
187896

Run 187896

Task 3918 (Supervised Classification) pc1 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
0.7764
Per class
F measure
0.9167
Per class
Kappa
0.2547
KB relative information score
-342.061
Mean absolute error
0.1072
Mean prior absolute error
0.1299
Number of instances
1109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9131
Per class
Predictive accuracy
0.9315
Prior entropy
0.3667
Recall
0.9315
Per class
Relative absolute error
0.8253
Root mean prior squared error
0.2542
Root mean squared error
0.2447
Root relative squared error
0.9628
SciMark benchmark
930.067
UserCPU time millis
170
UserCPU time millis testing
140
UserCPU time millis training
30