DEVELOPMENT... OpenML
Run
143785

Run 143785

Task 3591 (Supervised Classification) bank8FM 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
0.979
Per class
F measure
0.9237
Per class
Kappa
0.8408
KB relative information score
5892.8933
Mean absolute error
0.1485
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9244
Per class
Predictive accuracy
0.9241
Prior entropy
0.9731
Recall
0.9241
Per class
Relative absolute error
0.3084
Root mean prior squared error
0.4906
Root mean squared error
0.2413
Root relative squared error
0.4919
SciMark benchmark
915.2795
UserCPU time millis
90
UserCPU time millis testing
50
UserCPU time millis training
40