DEVELOPMENT... OpenML
Run
187830

Run 187830

Task 3821 (Supervised Classification) segment 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
0.9999
Per class
F measure
0.9957
Per class
Kappa
0.9823
KB relative information score
2257.118
Mean absolute error
0.0043
Mean prior absolute error
0.2451
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9957
Per class
Predictive accuracy
0.9957
Prior entropy
0.5925
Recall
0.9957
Per class
Relative absolute error
0.0176
Root mean prior squared error
0.3499
Root mean squared error
0.056
Root relative squared error
0.16
SciMark benchmark
934.0566
UserCPU time millis
210
UserCPU time millis testing
160
UserCPU time millis training
50