DEVELOPMENT... OpenML
Run
144080

Run 144080

Task 3917 (Supervised Classification) kc1 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
0.8049
Per class
F measure
0.8249
Per class
Kappa
0.2491
KB relative information score
289.1527
Mean absolute error
0.1916
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8267
Per class
Predictive accuracy
0.8549
Prior entropy
0.622
Recall
0.8549
Per class
Relative absolute error
0.7323
Root mean prior squared error
0.3615
Root mean squared error
0.3309
Root relative squared error
0.9153
SciMark benchmark
915.2795
UserCPU time millis
300
UserCPU time millis testing
240
UserCPU time millis training
60