DEVELOPMENT... OpenML
Run
143675

Run 143675

Task 11 (Supervised Classification) balance-scale 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
0.8738
Per class
F measure
0.6769
Per class
Kappa
0.4529
KB relative information score
275.4378
Mean absolute error
0.2142
Mean prior absolute error
0.3798
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.652
Per class
Predictive accuracy
0.704
Prior entropy
1.3212
Recall
0.704
Per class
Relative absolute error
0.564
Root mean prior squared error
0.4356
Root mean squared error
0.3147
Root relative squared error
0.7225
SciMark benchmark
915.2795