DEVELOPMENT... OpenML
Run
143733

Run 143733

Task 2274 (Supervised Classification) meta_ensembles.arff 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
0.531
Per class
F measure
0.5432
Per class
Kappa
0.1753
KB relative information score
12.145
Mean absolute error
0.2499
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.508
Per class
Predictive accuracy
0.6081
Prior entropy
1.5899
Recall
0.6081
Per class
Relative absolute error
0.8605
Root mean prior squared error
0.3782
Root mean squared error
0.4099
Root relative squared error
1.0838
SciMark benchmark
915.2795
UserCPU time millis
340
UserCPU time millis testing
300
UserCPU time millis training
40