DEVELOPMENT... OpenML
Run
144077

Run 144077

Task 3914 (Supervised Classification) ar6 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
0.4329
Per class
F measure
0.7682
Per class
Kappa
-0.0521
KB relative information score
-8.3161
Mean absolute error
0.2627
Mean prior absolute error
0.2577
Number of instances
101
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7212
Per class
Predictive accuracy
0.8218
Prior entropy
0.623
Recall
0.8218
Per class
Relative absolute error
1.0195
Root mean prior squared error
0.3557
Root mean squared error
0.3914
Root relative squared error
1.1003
SciMark benchmark
917.7039
UserCPU time millis
30
UserCPU time millis testing
20
UserCPU time millis training
10