DEVELOPMENT... OpenML
Run
143681

Run 143681

Task 23 (Supervised Classification) cmc 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
0.7006
Per class
F measure
0.5172
Per class
Kappa
0.2579
KB relative information score
321.2445
Mean absolute error
0.3667
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5285
Per class
Predictive accuracy
0.5132
Prior entropy
1.5392
Recall
0.5132
Per class
Relative absolute error
0.8511
Root mean prior squared error
0.4641
Root mean squared error
0.4365
Root relative squared error
0.9406
SciMark benchmark
945.6434
UserCPU time millis
40
UserCPU time millis testing
30
UserCPU time millis training
10